diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_0/index_tensor([1319, 1319])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_0/index_tensor([1319, 1319])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..27705decb91c9dd87d037c2eb534ac554362142a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_0/index_tensor([1319, 1319])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up meticulously depicts a single bottle of red wine, its deep green glass framed by glistening droplets of condensation. The bottle stands perfectly still on the perfectly polished, reflective surface of a dark mahogany table. A single, warm, low-key light source from the side outlines the bottle, creating sharp highlights in the droplets and casting long, deep shadows, creating an atmosphere of tense silence. Suddenly, without cause, the bottle topples sideways. It falls onto the tabletop with a sharp crack, instantly shattering in a dramatic explosion of movement. As the crimson wine spurts out, dark, glistening shards of glass scatter outward in a spectacular, viscous splash, its droplets arcing through the air before crashing and rapidly spreading across the polished wood, staining its perfect surface and chaotically reflecting warm light in dark, sprawling pools.", + "seed": 27710, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_0/index_1319_seed_27710_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04098209794610739, + "vlm_logprob": -0.04098209794610739, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.04098209794610739, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12814728915691376 + ], + "opposite_logprob_tokens": [ + -2.1281473636627197 + ], + "logprob_reward": -0.12814728915691376, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12814728915691376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44527503848075867, + 0.07219619303941727, + 0.07572297006845474, + 0.037737373262643814, + 0.07728613913059235, + 0.027162756770849228, + 0.08276521414518356, + 0.05584850162267685, + 0.08693113178014755, + 0.039074674248695374 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.12814728915691376 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868168756365776 + ], + "opposite_logprob_tokens": [ + -3.0486817359924316 + ], + "logprob_reward": -0.04868168756365776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868168756365776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5869322419166565, + 0.10561227798461914, + 0.03693380206823349, + 0.05309389904141426, + 0.08972194790840149, + 0.030396703630685806, + 0.03781848028302193, + 0.01331691350787878, + 0.028199264779686928, + 0.0179743729531765 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04868168756365776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181954987347126 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.0181954987347126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181954987347126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3467123806476593, + 0.08124066889286041, + 0.059097640216350555, + 0.023622525855898857, + 0.17670413851737976, + 0.021143056452274323, + 0.15846392512321472, + 0.01724824123084545, + 0.03739115968346596, + 0.07837627828121185 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0181954987347126 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251067224889994 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.005251067224889994, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251067224889994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02190800942480564, + 0.07158812880516052, + 0.028976263478398323, + 0.06496787816286087, + 0.39092791080474854, + 0.04025873914361, + 0.2552160322666168, + 0.04164094850420952, + 0.06503776460886002, + 0.01947828382253647 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.005251067224889994 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634947050362825 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634947050362825, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634947050362825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1897508054971695, + 0.03819653391838074, + 0.026647191494703293, + 0.07001204043626785, + 0.3268911838531494, + 0.07269243896007538, + 0.06461242586374283, + 0.04883473739027977, + 0.10515204817056656, + 0.0572105273604393 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.004634947050362825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up meticulously depicts a single bottle of red wine, its deep green glass framed by glistening droplets of condensation. The bottle stands perfectly still on the perfectly polished, reflective surface of a dark mahogany table. A single, warm, low-key light source from the side outlines the bottle, creating sharp highlights in the droplets and casting long, deep shadows, creating an atmosphere of tense silence. Suddenly, without cause, the bottle topples sideways. It falls onto the tabletop with a sharp crack, instantly shattering in a dramatic explosion of movement. As the crimson wine spurts out, dark, glistening shards of glass scatter outward in a spectacular, viscous splash, its droplets arcing through the air before crashing and rapidly spreading across the polished wood, staining its perfect surface and chaotically reflecting warm light in dark, sprawling pools.", + "seed": 27711, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_0/index_1319_seed_27711_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09341009566560388, + "vlm_logprob": -0.09341009566560388, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.09341009566560388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2530360221862793 + ], + "opposite_logprob_tokens": [ + -1.5030360221862793 + ], + "logprob_reward": -0.2530360221862793, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2530360221862793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12103526294231415, + 0.03703901171684265, + 0.06010180339217186, + 0.03654492273926735, + 0.5587764978408813, + 0.052277252078056335, + 0.05659428983926773, + 0.018598617985844612, + 0.02530561201274395, + 0.033726729452610016 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.2530360221862793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297493427991867 + ], + "opposite_logprob_tokens": [ + -2.2379748821258545 + ], + "logprob_reward": -0.11297493427991867, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297493427991867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6393676996231079, + 0.10444238781929016, + 0.06295379996299744, + 0.015660999342799187, + 0.09190448373556137, + 0.008922161534428596, + 0.01796100288629532, + 0.020711196586489677, + 0.026511365547776222, + 0.0115648889914155 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.11297493427991867 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904633671045303 + ], + "opposite_logprob_tokens": [ + -2.4640462398529053 + ], + "logprob_reward": -0.08904633671045303, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904633671045303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14276237785816193, + 0.04627542570233345, + 0.053767405450344086, + 0.04394811391830444, + 0.5327033996582031, + 0.0493847019970417, + 0.014905354008078575, + 0.022570444270968437, + 0.017791032791137695, + 0.07589180022478104 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.08904633671045303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525687774643302 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.00525687774643302, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525687774643302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13628065586090088, + 0.07892051339149475, + 0.17247633635997772, + 0.12423209846019745, + 0.12380076944828033, + 0.0766836479306221, + 0.07859902083873749, + 0.034882061183452606, + 0.04843427613377571, + 0.12569069862365723 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.00525687774643302 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673630740493536 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.00673630740493536, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673630740493536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10212116688489914, + 0.08404818177223206, + 0.07213369756937027, + 0.041233837604522705, + 0.25300464034080505, + 0.0421501100063324, + 0.14872057735919952, + 0.06892349570989609, + 0.09076317399740219, + 0.09690114855766296 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.00673630740493536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up meticulously depicts a single bottle of red wine, its deep green glass framed by glistening droplets of condensation. The bottle stands perfectly still on the perfectly polished, reflective surface of a dark mahogany table. A single, warm, low-key light source from the side outlines the bottle, creating sharp highlights in the droplets and casting long, deep shadows, creating an atmosphere of tense silence. Suddenly, without cause, the bottle topples sideways. It falls onto the tabletop with a sharp crack, instantly shattering in a dramatic explosion of movement. As the crimson wine spurts out, dark, glistening shards of glass scatter outward in a spectacular, viscous splash, its droplets arcing through the air before crashing and rapidly spreading across the polished wood, staining its perfect surface and chaotically reflecting warm light in dark, sprawling pools.", + "seed": 27712, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_0/index_1319_seed_27712_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12935324795544148, + "vlm_logprob": -0.12935324795544148, + "vlm_yes_no_margin": 3.500000023841858, + "vlm_token_credit": -0.12935324795544148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47518008947372437 + ], + "opposite_logprob_tokens": [ + -0.9751800894737244 + ], + "logprob_reward": -0.47518008947372437, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47518008947372437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14866992831230164, + 0.25750595331192017, + 0.07014594972133636, + 0.0849781259894371, + 0.21782547235488892, + 0.05910640209913254, + 0.05727696418762207, + 0.02683912217617035, + 0.019832687452435493, + 0.05781935527920723 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.47518008947372437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284789562225342 + ], + "opposite_logprob_tokens": [ + -2.017848014831543 + ], + "logprob_reward": -0.14284789562225342, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14284789562225342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13595746457576752, + 0.19583185017108917, + 0.08046934753656387, + 0.027191052213311195, + 0.30468177795410156, + 0.045083943754434586, + 0.04307711496949196, + 0.13788031041622162, + 0.019569948315620422, + 0.01025721337646246 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.14284789562225342 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594101399183273 + ], + "opposite_logprob_tokens": [ + -3.8955941200256348 + ], + "logprob_reward": -0.020594101399183273, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594101399183273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15545646846294403, + 0.23890948295593262, + 0.23302029073238373, + 0.038860224187374115, + 0.09737256169319153, + 0.06036308407783508, + 0.06347604840993881, + 0.05740886554121971, + 0.023976949974894524, + 0.031156025826931 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.020594101399183273 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002197353169322014 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.002197353169322014, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002197353169322014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1334110051393509, + 0.18535073101520538, + 0.15598072111606598, + 0.10126939415931702, + 0.14928662776947021, + 0.04083654284477234, + 0.07877541333436966, + 0.06787683069705963, + 0.04993322491645813, + 0.03727946802973747 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.002197353169322014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946800112724304 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946800112724304, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946800112724304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11334949731826782, + 0.18159930408000946, + 0.1347672939300537, + 0.03284505382180214, + 0.21360106766223907, + 0.044646695256233215, + 0.0921693816781044, + 0.07498212158679962, + 0.05293187499046326, + 0.05910774692893028 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.005946800112724304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up meticulously depicts a single bottle of red wine, its deep green glass framed by glistening droplets of condensation. The bottle stands perfectly still on the perfectly polished, reflective surface of a dark mahogany table. A single, warm, low-key light source from the side outlines the bottle, creating sharp highlights in the droplets and casting long, deep shadows, creating an atmosphere of tense silence. Suddenly, without cause, the bottle topples sideways. It falls onto the tabletop with a sharp crack, instantly shattering in a dramatic explosion of movement. As the crimson wine spurts out, dark, glistening shards of glass scatter outward in a spectacular, viscous splash, its droplets arcing through the air before crashing and rapidly spreading across the polished wood, staining its perfect surface and chaotically reflecting warm light in dark, sprawling pools.", + "seed": 27713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_0/index_1319_seed_27713_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13274084706790745, + "vlm_logprob": -0.13274084706790745, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.13274084706790745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5773137807846069 + ], + "opposite_logprob_tokens": [ + -0.8273137807846069 + ], + "logprob_reward": -0.5773137807846069, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5773137807846069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4296405613422394, + 0.03587040677666664, + 0.049401700496673584, + 0.0889870673418045, + 0.09002791345119476, + 0.02503587305545807, + 0.18476533889770508, + 0.03702474758028984, + 0.03185656666755676, + 0.027389802038669586 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.5773137807846069 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026396237313747406 + ], + "opposite_logprob_tokens": [ + -3.6513962745666504 + ], + "logprob_reward": -0.026396237313747406, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026396237313747406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23034687340259552, + 0.14083606004714966, + 0.03683024272322655, + 0.06607396900653839, + 0.08536286652088165, + 0.04022147133946419, + 0.09145287424325943, + 0.19081903994083405, + 0.08652443438768387, + 0.0315321609377861 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026396237313747406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497629940509796 + ], + "opposite_logprob_tokens": [ + -2.929976224899292 + ], + "logprob_reward": -0.05497629940509796, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497629940509796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09662412852048874, + 0.05502663180232048, + 0.10745258629322052, + 0.1010628417134285, + 0.11175886541604996, + 0.07580553740262985, + 0.0767984390258789, + 0.24371978640556335, + 0.06441859900951385, + 0.06733263283967972 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.05497629940509796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021992563270032406 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021992563270032406, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021992563270032406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2216651737689972, + 0.06359724700450897, + 0.020882999524474144, + 0.03416655957698822, + 0.1749352663755417, + 0.04050233215093613, + 0.15352581441402435, + 0.16519449651241302, + 0.06969951838254929, + 0.05583062767982483 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0021992563270032406 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of a single bottle of red wine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle made of deep green glass with glistening condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle stand still on a dark mahogany table before suddenly toppling sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle shatter into dark, glistening shards with crimson wine spurting out in a splash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the spilled wine droplets arc through the air and spread across the table, staining the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028186615090817213 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.0028186615090817213, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028186615090817213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17322370409965515, + 0.018084704875946045, + 0.013476220890879631, + 0.01691848784685135, + 0.08231636136770248, + 0.023369085043668747, + 0.13044483959674835, + 0.440962016582489, + 0.04832267016172409, + 0.05288190767168999 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0028186615090817213 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_1/index_tensor([6214, 6214])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_1/index_tensor([6214, 6214])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..68d2c1a22a5e23bcdb6459d4e4a5328d36a9b27f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_1/index_tensor([6214, 6214])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, shot from a shaky shoulder-mounted camera at a tense, tilted angle, locks the viewer's gaze squarely on a pale finger. Illuminated by a beam of cool white light from above, the pores and subtle texture of the skin are clearly visible. At the center of the fingertip, in a tiny, needle-like wound, a plump, crystalline drop of bright red blood slowly gathers and trembles, its surface reflecting a dazzling light. As the camera gently pans, a steady yet slightly trembling hand carefully brings the end of a white plastic test strip close to the falling drop. At the moment when the drop reaches its limit under its own weight, the tip of the strip, with its yellow capillary zone, precisely touches the edge, preparing to draw it in. The entire scene, imbued with a raw, documentary quality, completely fixates the viewer's attention on this crucial and suspenseful moment of medical testing, creating a breathtaking atmosphere of tension.", + "seed": 6183, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_1/index_6214_seed_6183_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4551792252343148, + "vlm_logprob": -0.4551792252343148, + "vlm_yes_no_margin": 3.124999988079071, + "vlm_token_credit": -0.4551792252343148, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006813388783484697 + ], + "opposite_logprob_tokens": [ + -5.7568135261535645 + ], + "logprob_reward": -0.006813388783484697, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.006813388783484697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17086489498615265, + 0.040689002722501755, + 0.07840337604284286, + 0.03604086861014366, + 0.05210302025079727, + 0.04293884336948395, + 0.08400022983551025, + 0.2884511351585388, + 0.11174728721380234, + 0.09476141631603241 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.006813388783484697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103834629058838 + ], + "opposite_logprob_tokens": [ + -0.1603834331035614 + ], + "logprob_reward": -1.9103834629058838, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103834629058838, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12943035364151, + 0.079490527510643, + 0.06990569084882736, + 0.07713809609413147, + 0.03843603655695915, + 0.024192307144403458, + 0.2181979864835739, + 0.22347310185432434, + 0.07473597675561905, + 0.06499995291233063 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -1.9103834629058838 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032137196976691484 + ], + "opposite_logprob_tokens": [ + -5.753213882446289 + ], + "logprob_reward": -0.0032137196976691484, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032137196976691484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07121101766824722, + 0.10203040391206741, + 0.07354572415351868, + 0.10679895430803299, + 0.042868565768003464, + 0.03720787167549133, + 0.15837059915065765, + 0.21488526463508606, + 0.09675075113773346, + 0.09633087366819382 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.0032137196976691484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749924272298813 + ], + "opposite_logprob_tokens": [ + -5.006750106811523 + ], + "logprob_reward": -0.006749924272298813, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749924272298813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0506293922662735, + 0.19836805760860443, + 0.04785691574215889, + 0.07999216765165329, + 0.03838414326310158, + 0.033422499895095825, + 0.13533562421798706, + 0.19011956453323364, + 0.09986817836761475, + 0.126023530960083 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.006749924272298813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34873563051223755 + ], + "opposite_logprob_tokens": [ + -1.2237355709075928 + ], + "logprob_reward": -0.34873563051223755, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34873563051223755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10932052880525589, + 0.07223404198884964, + 0.02432468719780445, + 0.031641654670238495, + 0.026195310056209564, + 0.01815950870513916, + 0.11945129185914993, + 0.42912667989730835, + 0.12616461515426636, + 0.04338167980313301 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.34873563051223755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, shot from a shaky shoulder-mounted camera at a tense, tilted angle, locks the viewer's gaze squarely on a pale finger. Illuminated by a beam of cool white light from above, the pores and subtle texture of the skin are clearly visible. At the center of the fingertip, in a tiny, needle-like wound, a plump, crystalline drop of bright red blood slowly gathers and trembles, its surface reflecting a dazzling light. As the camera gently pans, a steady yet slightly trembling hand carefully brings the end of a white plastic test strip close to the falling drop. At the moment when the drop reaches its limit under its own weight, the tip of the strip, with its yellow capillary zone, precisely touches the edge, preparing to draw it in. The entire scene, imbued with a raw, documentary quality, completely fixates the viewer's attention on this crucial and suspenseful moment of medical testing, creating a breathtaking atmosphere of tension.", + "seed": 6184, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_1/index_6214_seed_6184_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11832039406290278, + "vlm_logprob": -0.11832039406290278, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.11832039406290278, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006442610174417496 + ], + "opposite_logprob_tokens": [ + -5.881442546844482 + ], + "logprob_reward": -0.006442610174417496, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.006442610174417496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1902904212474823, + 0.04923805966973305, + 0.05393461138010025, + 0.3833366930484772, + 0.020581383258104324, + 0.035258326679468155, + 0.04251791164278984, + 0.07467914372682571, + 0.03827997297048569, + 0.11188346892595291 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.006442610174417496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42897656559944153 + ], + "opposite_logprob_tokens": [ + -1.0539765357971191 + ], + "logprob_reward": -0.42897656559944153, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42897656559944153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11937470734119415, + 0.11819709837436676, + 0.07321971654891968, + 0.10724534094333649, + 0.02477126754820347, + 0.11964160203933716, + 0.06537734717130661, + 0.08899066597223282, + 0.1367235630750656, + 0.14645874500274658 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.42897656559944153 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008191090892069042 + ], + "opposite_logprob_tokens": [ + -7.125819206237793 + ], + "logprob_reward": -0.0008191090892069042, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008191090892069042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11667166650295258, + 0.050952330231666565, + 0.05599913373589516, + 0.43263277411460876, + 0.03084522858262062, + 0.03248665854334831, + 0.03997240960597992, + 0.06209582835435867, + 0.060902729630470276, + 0.11744123697280884 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.0008191090892069042 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552893720567226 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552893720567226, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552893720567226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08581540733575821, + 0.028875160962343216, + 0.050419881939888, + 0.15158194303512573, + 0.03336009010672569, + 0.045994434505701065, + 0.14357712864875793, + 0.07306748628616333, + 0.17596377432346344, + 0.2113446593284607 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.012552893720567226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281079173088074 + ], + "opposite_logprob_tokens": [ + -2.017810821533203 + ], + "logprob_reward": -0.14281079173088074, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281079173088074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04019976779818535, + 0.03903338685631752, + 0.026481542736291885, + 0.21022620797157288, + 0.028010403737425804, + 0.02290528640151024, + 0.05954491347074509, + 0.20430625975131989, + 0.24483811855316162, + 0.12445413321256638 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.14281079173088074 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, shot from a shaky shoulder-mounted camera at a tense, tilted angle, locks the viewer's gaze squarely on a pale finger. Illuminated by a beam of cool white light from above, the pores and subtle texture of the skin are clearly visible. At the center of the fingertip, in a tiny, needle-like wound, a plump, crystalline drop of bright red blood slowly gathers and trembles, its surface reflecting a dazzling light. As the camera gently pans, a steady yet slightly trembling hand carefully brings the end of a white plastic test strip close to the falling drop. At the moment when the drop reaches its limit under its own weight, the tip of the strip, with its yellow capillary zone, precisely touches the edge, preparing to draw it in. The entire scene, imbued with a raw, documentary quality, completely fixates the viewer's attention on this crucial and suspenseful moment of medical testing, creating a breathtaking atmosphere of tension.", + "seed": 6185, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_1/index_6214_seed_6185_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3110580204986036, + "vlm_logprob": -0.3110580204986036, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.3110580204986036, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008449400775134563 + ], + "opposite_logprob_tokens": [ + -5.758449554443359 + ], + "logprob_reward": -0.008449400775134563, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.008449400775134563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10689995437860489, + 0.019133377820253372, + 0.03564728796482086, + 0.040406376123428345, + 0.07369741052389145, + 0.0823138952255249, + 0.05006447061896324, + 0.0213485024869442, + 0.45006856322288513, + 0.12042015790939331 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.008449400775134563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134620189666748 + ], + "opposite_logprob_tokens": [ + -0.3134619891643524 + ], + "logprob_reward": -1.3134620189666748, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134620189666748, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04008771479129791, + 0.020063122734427452, + 0.023175887763500214, + 0.012347888201475143, + 0.04003952071070671, + 0.01415772270411253, + 0.02130347304046154, + 0.047345105558633804, + 0.4808923900127411, + 0.3005872368812561 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -1.3134620189666748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00250252615660429 + ], + "opposite_logprob_tokens": [ + -6.00250244140625 + ], + "logprob_reward": -0.00250252615660429, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00250252615660429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05417986214160919, + 0.028322620317339897, + 0.03023761697113514, + 0.01386191975325346, + 0.033785294741392136, + 0.02894951030611992, + 0.01745237223803997, + 0.015553382225334644, + 0.6246442198753357, + 0.15301328897476196 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.00250252615660429 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258300807327032 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258300807327032, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258300807327032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04184815660119057, + 0.01606486365199089, + 0.01596766896545887, + 0.02332623116672039, + 0.030512357130646706, + 0.037891365587711334, + 0.017282195389270782, + 0.018473327159881592, + 0.5217806100845337, + 0.27685317397117615 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.005258300807327032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561785578727722 + ], + "opposite_logprob_tokens": [ + -1.6006178855895996 + ], + "logprob_reward": -0.22561785578727722, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561785578727722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025571780279278755, + 0.014557041227817535, + 0.03345057740807533, + 0.044099632650613785, + 0.05009380728006363, + 0.07251085340976715, + 0.02054605633020401, + 0.052151937037706375, + 0.5352617502212524, + 0.15175648033618927 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.22561785578727722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, shot from a shaky shoulder-mounted camera at a tense, tilted angle, locks the viewer's gaze squarely on a pale finger. Illuminated by a beam of cool white light from above, the pores and subtle texture of the skin are clearly visible. At the center of the fingertip, in a tiny, needle-like wound, a plump, crystalline drop of bright red blood slowly gathers and trembles, its surface reflecting a dazzling light. As the camera gently pans, a steady yet slightly trembling hand carefully brings the end of a white plastic test strip close to the falling drop. At the moment when the drop reaches its limit under its own weight, the tip of the strip, with its yellow capillary zone, precisely touches the edge, preparing to draw it in. The entire scene, imbued with a raw, documentary quality, completely fixates the viewer's attention on this crucial and suspenseful moment of medical testing, creating a breathtaking atmosphere of tension.", + "seed": 6186, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_1/index_6214_seed_6186_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.34656465258449315, + "vlm_logprob": -0.34656465258449315, + "vlm_yes_no_margin": 2.900000011920929, + "vlm_token_credit": -0.34656465258449315, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00873955525457859 + ], + "opposite_logprob_tokens": [ + -5.508739471435547 + ], + "logprob_reward": -0.00873955525457859, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00873955525457859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21341536939144135, + 0.10566812008619308, + 0.1820601224899292, + 0.07783123105764389, + 0.08558137714862823, + 0.09977547824382782, + 0.065203957259655, + 0.046463239938020706, + 0.06567010283470154, + 0.058331046253442764 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00873955525457859 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313478946685791 + ], + "opposite_logprob_tokens": [ + -0.3134789764881134 + ], + "logprob_reward": -1.313478946685791, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313478946685791, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2904955744743347, + 0.0859120711684227, + 0.10898132622241974, + 0.06524123251438141, + 0.046071119606494904, + 0.12571817636489868, + 0.06024840846657753, + 0.059182144701480865, + 0.05857696756720543, + 0.09957294166088104 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -1.313478946685791 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267906002700329 + ], + "opposite_logprob_tokens": [ + -5.255268096923828 + ], + "logprob_reward": -0.005267906002700329, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267906002700329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33537355065345764, + 0.15389490127563477, + 0.03618495911359787, + 0.11840352416038513, + 0.15873205661773682, + 0.0525418296456337, + 0.04672401398420334, + 0.030058834701776505, + 0.028789499774575233, + 0.0392967127263546 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.005267906002700329 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204746767878532 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.018204746767878532, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204746767878532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14598187804222107, + 0.058713238686323166, + 0.25481361150741577, + 0.07220999151468277, + 0.1426939070224762, + 0.08508826047182083, + 0.06512530148029327, + 0.05315742269158363, + 0.05685192719101906, + 0.06536440551280975 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.018204746767878532 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a pale finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot shaky, tilted, and from a shoulder-mounted perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a plump, crystalline drop of bright red blood visible gathering in a tiny wound on the fingertip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a hand bring a white plastic test strip with a yellow capillary zone close to the blood drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan while the scene is illuminated by a beam of cool white light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713210821151733 + ], + "opposite_logprob_tokens": [ + -1.137132167816162 + ], + "logprob_reward": -0.38713210821151733, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38713210821151733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15859919786453247, + 0.08073316514492035, + 0.08128167688846588, + 0.08033042401075363, + 0.0964108556509018, + 0.0872894749045372, + 0.08589060604572296, + 0.0848238468170166, + 0.12344406545162201, + 0.1211966797709465 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.38713210821151733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_10/index_tensor([9816, 9816])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_10/index_tensor([9816, 9816])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a451e36b935bafaccd411723ff15826ba73ce6a1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_10/index_tensor([9816, 9816])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "disorienting low-angle tracking shot rotates on its axis in a continuous barrel roll, keeping pace with the cyclists moving at high speed. The subject, clad in a fitted, waterproof black technical jacket that gleams beneath a steady drizzle, slumps over the handlebars of their road bike. Their face is a mask of intense concentration, partially obscured by sleek, aerodynamic glasses with transparent lenses studded with tiny water droplets. At night, they pedal frantically, their legs a powerful, rhythmic blur propelling them forward, swiftly and decisively overtaking a line of slow-moving cars on the rain-slicked city streets. The black asphalt, like a dark, liquid mirror, reflects a chaotic swirl of red taillights and the vibrant electric glow of neon storefront signs. As the camera rotates, towering buildings and streetlights merge into a dazzling vortex of light and shadow. Water sprays from the rear wheel in an exquisite arc of illumination, capturing the multicolored light and adding to the scene's dynamic quality, creating a visceral and tense atmosphere of exhilarating speed and urban danger.", + "seed": 5930, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_10/index_9816_seed_5930_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18987106932327152, + "vlm_logprob": -0.18987106932327152, + "vlm_yes_no_margin": 2.649999976158142, + "vlm_token_credit": -0.18987106932327152, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22959348559379578 + ], + "opposite_logprob_tokens": [ + -1.6045935153961182 + ], + "logprob_reward": -0.22959348559379578, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22959348559379578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07093141973018646, + 0.06755314022302628, + 0.12223833799362183, + 0.04279175400733948, + 0.017144732177257538, + 0.08152425289154053, + 0.02312694862484932, + 0.3912653923034668, + 0.04875221103429794, + 0.13467185199260712 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.22959348559379578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009809385053813457 + ], + "opposite_logprob_tokens": [ + -4.634809494018555 + ], + "logprob_reward": -0.009809385053813457, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009809385053813457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07772624492645264, + 0.08552510291337967, + 0.24567171931266785, + 0.12647810578346252, + 0.02011212892830372, + 0.0668792799115181, + 0.049061767756938934, + 0.18990236520767212, + 0.08216594904661179, + 0.05647733807563782 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.009809385053813457 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270812302827835 + ], + "opposite_logprob_tokens": [ + -2.1270811557769775 + ], + "logprob_reward": -0.1270812302827835, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270812302827835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15757475793361664, + 0.08567593991756439, + 0.06832325458526611, + 0.06623806059360504, + 0.03609195351600647, + 0.06480851769447327, + 0.05707448348402977, + 0.12351993471384048, + 0.26360511779785156, + 0.07708799093961716 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.1270812302827835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761287808418274 + ], + "opposite_logprob_tokens": [ + -0.8261287808418274 + ], + "logprob_reward": -0.5761287808418274, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761287808418274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08379454165697098, + 0.0412595272064209, + 0.10035914927721024, + 0.162730410695076, + 0.04309076815843582, + 0.04228115454316139, + 0.13062642514705658, + 0.10484862327575684, + 0.23916886746883392, + 0.051840513944625854 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.5761287808418274 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674246484413743 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.00674246484413743, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674246484413743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06234963610768318, + 0.04771102964878082, + 0.035040415823459625, + 0.07352671027183533, + 0.04855460301041603, + 0.06348294764757156, + 0.15457819402217865, + 0.2418818175792694, + 0.05239615589380264, + 0.22047851979732513 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.00674246484413743 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "disorienting low-angle tracking shot rotates on its axis in a continuous barrel roll, keeping pace with the cyclists moving at high speed. The subject, clad in a fitted, waterproof black technical jacket that gleams beneath a steady drizzle, slumps over the handlebars of their road bike. Their face is a mask of intense concentration, partially obscured by sleek, aerodynamic glasses with transparent lenses studded with tiny water droplets. At night, they pedal frantically, their legs a powerful, rhythmic blur propelling them forward, swiftly and decisively overtaking a line of slow-moving cars on the rain-slicked city streets. The black asphalt, like a dark, liquid mirror, reflects a chaotic swirl of red taillights and the vibrant electric glow of neon storefront signs. As the camera rotates, towering buildings and streetlights merge into a dazzling vortex of light and shadow. Water sprays from the rear wheel in an exquisite arc of illumination, capturing the multicolored light and adding to the scene's dynamic quality, creating a visceral and tense atmosphere of exhilarating speed and urban danger.", + "seed": 5931, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_10/index_9816_seed_5931_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15633539184927941, + "vlm_logprob": -0.15633539184927941, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.15633539184927941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28339821100234985 + ], + "opposite_logprob_tokens": [ + -1.408398151397705 + ], + "logprob_reward": -0.28339821100234985, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28339821100234985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5272507667541504, + 0.029760301113128662, + 0.01504892110824585, + 0.05953868106007576, + 0.05657580494880676, + 0.012839131988584995, + 0.012965245172381401, + 0.045843739062547684, + 0.07402798533439636, + 0.16614942252635956 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.28339821100234985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638683281838894 + ], + "opposite_logprob_tokens": [ + -3.6513867378234863 + ], + "logprob_reward": -0.02638683281838894, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638683281838894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23454201221466064, + 0.09127572178840637, + 0.12397550046443939, + 0.07277895510196686, + 0.05420627444982529, + 0.13451562821865082, + 0.03074459545314312, + 0.1395098716020584, + 0.05234048515558243, + 0.06611102819442749 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.02638683281838894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212621688842773 + ], + "opposite_logprob_tokens": [ + -1.5021262168884277 + ], + "logprob_reward": -0.25212621688842773, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212621688842773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20946376025676727, + 0.03820318728685379, + 0.28963541984558105, + 0.05613546818494797, + 0.049049489200115204, + 0.10108229517936707, + 0.057454027235507965, + 0.1422196924686432, + 0.027251744642853737, + 0.02950487658381462 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.25212621688842773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156458020210266 + ], + "opposite_logprob_tokens": [ + -1.7015645503997803 + ], + "logprob_reward": -0.20156458020210266, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156458020210266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3009225130081177, + 0.03941075876355171, + 0.2785760462284088, + 0.09418188035488129, + 0.0677119791507721, + 0.021997004747390747, + 0.031027451157569885, + 0.03964558616280556, + 0.03985316678881645, + 0.08667357265949249 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.20156458020210266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820111833512783 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.01820111833512783, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820111833512783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43469637632369995, + 0.04155876114964485, + 0.041097577661275864, + 0.06310237944126129, + 0.04566512256860733, + 0.024641498923301697, + 0.013666924089193344, + 0.04719375818967819, + 0.10194332152605057, + 0.18643423914909363 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01820111833512783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "disorienting low-angle tracking shot rotates on its axis in a continuous barrel roll, keeping pace with the cyclists moving at high speed. The subject, clad in a fitted, waterproof black technical jacket that gleams beneath a steady drizzle, slumps over the handlebars of their road bike. Their face is a mask of intense concentration, partially obscured by sleek, aerodynamic glasses with transparent lenses studded with tiny water droplets. At night, they pedal frantically, their legs a powerful, rhythmic blur propelling them forward, swiftly and decisively overtaking a line of slow-moving cars on the rain-slicked city streets. The black asphalt, like a dark, liquid mirror, reflects a chaotic swirl of red taillights and the vibrant electric glow of neon storefront signs. As the camera rotates, towering buildings and streetlights merge into a dazzling vortex of light and shadow. Water sprays from the rear wheel in an exquisite arc of illumination, capturing the multicolored light and adding to the scene's dynamic quality, creating a visceral and tense atmosphere of exhilarating speed and urban danger.", + "seed": 5932, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_10/index_9816_seed_5932_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08616423318162561, + "vlm_logprob": -0.08616423318162561, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08616423318162561, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05107133835554123 + ], + "opposite_logprob_tokens": [ + -3.0510714054107666 + ], + "logprob_reward": -0.05107133835554123, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05107133835554123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24875764548778534, + 0.05502455309033394, + 0.1905830055475235, + 0.150945246219635, + 0.07949758321046829, + 0.07116146385669708, + 0.047495484352111816, + 0.038844235241413116, + 0.035810910165309906, + 0.08187993615865707 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.05107133835554123 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098791845142841 + ], + "opposite_logprob_tokens": [ + -4.511098861694336 + ], + "logprob_reward": -0.011098791845142841, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098791845142841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28403109312057495, + 0.12565726041793823, + 0.2103714644908905, + 0.07563281059265137, + 0.051400329917669296, + 0.06498746573925018, + 0.033172667026519775, + 0.05039055645465851, + 0.03256067633628845, + 0.07179567217826843 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011098791845142841 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036780178546906 + ], + "opposite_logprob_tokens": [ + -1.9103678464889526 + ], + "logprob_reward": -0.16036780178546906, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036780178546906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2335825115442276, + 0.06836314499378204, + 0.2442876398563385, + 0.06211289018392563, + 0.06586386263370514, + 0.0615055076777935, + 0.061264518648386, + 0.09471285343170166, + 0.04725557193160057, + 0.06105147674679756 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.16036780178546906 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154313743114471 + ], + "opposite_logprob_tokens": [ + -1.7015430927276611 + ], + "logprob_reward": -0.20154313743114471, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154313743114471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20341812074184418, + 0.07856851071119308, + 0.1331610530614853, + 0.2892807126045227, + 0.039578452706336975, + 0.07126867771148682, + 0.04733044654130936, + 0.041734036058187485, + 0.04086538776755333, + 0.054794587194919586 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.20154313743114471 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740096490830183 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006740096490830183, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740096490830183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3274287283420563, + 0.05269656330347061, + 0.1763235181570053, + 0.14416521787643433, + 0.04576954245567322, + 0.02854672446846962, + 0.07644695043563843, + 0.038437265902757645, + 0.04356296733021736, + 0.06662247329950333 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.006740096490830183 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "disorienting low-angle tracking shot rotates on its axis in a continuous barrel roll, keeping pace with the cyclists moving at high speed. The subject, clad in a fitted, waterproof black technical jacket that gleams beneath a steady drizzle, slumps over the handlebars of their road bike. Their face is a mask of intense concentration, partially obscured by sleek, aerodynamic glasses with transparent lenses studded with tiny water droplets. At night, they pedal frantically, their legs a powerful, rhythmic blur propelling them forward, swiftly and decisively overtaking a line of slow-moving cars on the rain-slicked city streets. The black asphalt, like a dark, liquid mirror, reflects a chaotic swirl of red taillights and the vibrant electric glow of neon storefront signs. As the camera rotates, towering buildings and streetlights merge into a dazzling vortex of light and shadow. Water sprays from the rear wheel in an exquisite arc of illumination, capturing the multicolored light and adding to the scene's dynamic quality, creating a visceral and tense atmosphere of exhilarating speed and urban danger.", + "seed": 5933, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_10/index_9816_seed_5933_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06455944404006005, + "vlm_logprob": -0.06455944404006005, + "vlm_yes_no_margin": 3.299999952316284, + "vlm_token_credit": -0.06455944404006005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0442047081887722 + ], + "opposite_logprob_tokens": [ + -3.1692047119140625 + ], + "logprob_reward": -0.0442047081887722, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0442047081887722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15935979783535004, + 0.060269732028245926, + 0.19773153960704803, + 0.05642547830939293, + 0.03060026280581951, + 0.029948115348815918, + 0.03505762666463852, + 0.09913679957389832, + 0.03468157351016998, + 0.29678910970687866 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0442047081887722 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201585859060287 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201585859060287, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018201585859060287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2549254298210144, + 0.0933283120393753, + 0.0955301970243454, + 0.06907660514116287, + 0.04627770557999611, + 0.0945843979716301, + 0.045941658318042755, + 0.062338147312402725, + 0.06592325121164322, + 0.17207422852516174 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.018201585859060287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295726150274277 + ], + "opposite_logprob_tokens": [ + -2.237957239151001 + ], + "logprob_reward": -0.11295726150274277, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295726150274277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21409130096435547, + 0.07295897603034973, + 0.10286527872085571, + 0.06971769034862518, + 0.0913081169128418, + 0.04461813345551491, + 0.0397823341190815, + 0.1116720661520958, + 0.05010053142905235, + 0.2028854638338089 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.11295726150274277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279456436634064 + ], + "opposite_logprob_tokens": [ + -2.017794609069824 + ], + "logprob_reward": -0.14279456436634064, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279456436634064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1797565370798111, + 0.10231287777423859, + 0.16347752511501312, + 0.05825893208384514, + 0.051620692014694214, + 0.14655020833015442, + 0.051312435418367386, + 0.08013222366571426, + 0.1116531491279602, + 0.05492538958787918 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.14279456436634064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on rain-slicked city streets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject wearing a fitted, waterproof black technical jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject slumped over the handlebars of a road bike while pedaling frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a continuous barrel roll while tracking the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red taillights and neon storefront signs reflected on the black asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639100283384323 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639100283384323, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639100283384323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2201307713985443, + 0.031312912702560425, + 0.1516442447900772, + 0.12525972723960876, + 0.03501219302415848, + 0.07147172093391418, + 0.057573143392801285, + 0.09439753741025925, + 0.040354687720537186, + 0.1728430688381195 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.004639100283384323 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_11/index_tensor([5747, 5747])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_11/index_tensor([5747, 5747])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3d24731564423f3193d804de66a283a77f623a34 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_11/index_tensor([5747, 5747])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion close-up, the camera panning closely to the action, focuses on a warrior clad in weathered steel armor. In the dim light, the armor, covered in fine scratches and slight rust, reflects a cold metallic luster. His muscles are tense, and across his chiseled face, sweat and dust mingle, flowing down his furrowed brow and tense jaw. Wisps of dark hair fall from the edge of his helmet, plastering to his damp forehead. His eyes are wide, filled with determination and savage power, as he swings a broadsword, also scarred by battle, from right to left with all his might. In slow motion, the sword's edge slices through the air, creating a visible, distorted current, blurring the background into a blurry, dark-toned chaos, with faint traces of flying dust visible. The entire picture presents a faded retro film texture, with extremely low color saturation, showing a sepia tone washed by time, and is covered with obvious film grain, fine scratches and occasional flashes of light, creating a tense, primitive and epic atmosphere.", + "seed": 9372, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_11/index_5747_seed_9372_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13010966815054417, + "vlm_logprob": -0.13010966815054417, + "vlm_yes_no_margin": 2.8999999523162843, + "vlm_token_credit": -0.13010966815054417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019114229828119278 + ], + "opposite_logprob_tokens": [ + -4.019114017486572 + ], + "logprob_reward": -0.019114229828119278, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019114229828119278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21969881653785706, + 0.04051101580262184, + 0.05051397159695625, + 0.04508233442902565, + 0.07203870266675949, + 0.04169357940554619, + 0.0718579813838005, + 0.24311226606369019, + 0.051761481910943985, + 0.16372981667518616 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.019114229828119278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862688183784485 + ], + "opposite_logprob_tokens": [ + -1.2236268520355225 + ], + "logprob_reward": -0.34862688183784485, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862688183784485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10098623484373093, + 0.20102474093437195, + 0.028128569945693016, + 0.05195292830467224, + 0.03220295161008835, + 0.06726465374231339, + 0.09873554110527039, + 0.06143815815448761, + 0.03637736290693283, + 0.3218887746334076 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.34862688183784485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520730197429657 + ], + "opposite_logprob_tokens": [ + -1.502073049545288 + ], + "logprob_reward": -0.2520730197429657, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520730197429657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.275132954120636, + 0.06068139895796776, + 0.06615592539310455, + 0.0336129367351532, + 0.13462314009666443, + 0.15441776812076569, + 0.08755932748317719, + 0.05500478297472, + 0.061673641204833984, + 0.07113813608884811 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.2520730197429657 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549715116620064 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012549715116620064, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549715116620064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4145618975162506, + 0.07339340448379517, + 0.042563535273075104, + 0.021924667060375214, + 0.08537984639406204, + 0.04764791205525398, + 0.06537744402885437, + 0.0891357958316803, + 0.039106715470552444, + 0.12090880423784256 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.012549715116620064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184494227170944 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184494227170944, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184494227170944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18875811994075775, + 0.09688746184110641, + 0.06163933873176575, + 0.10617545992136002, + 0.2941820025444031, + 0.09303615242242813, + 0.027444979175925255, + 0.06428924202919006, + 0.02781469002366066, + 0.03977257013320923 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.018184494227170944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, the camera panning closely to the action, focuses on a warrior clad in weathered steel armor. In the dim light, the armor, covered in fine scratches and slight rust, reflects a cold metallic luster. His muscles are tense, and across his chiseled face, sweat and dust mingle, flowing down his furrowed brow and tense jaw. Wisps of dark hair fall from the edge of his helmet, plastering to his damp forehead. His eyes are wide, filled with determination and savage power, as he swings a broadsword, also scarred by battle, from right to left with all his might. In slow motion, the sword's edge slices through the air, creating a visible, distorted current, blurring the background into a blurry, dark-toned chaos, with faint traces of flying dust visible. The entire picture presents a faded retro film texture, with extremely low color saturation, showing a sepia tone washed by time, and is covered with obvious film grain, fine scratches and occasional flashes of light, creating a tense, primitive and epic atmosphere.", + "seed": 9373, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_11/index_5747_seed_9373_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15889047533273698, + "vlm_logprob": -0.15889047533273698, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.15889047533273698, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05684058368206024 + ], + "opposite_logprob_tokens": [ + -2.931840658187866 + ], + "logprob_reward": -0.05684058368206024, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05684058368206024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09974070638418198, + 0.03920154646039009, + 0.06626592576503754, + 0.07398638129234314, + 0.2254934012889862, + 0.2949771285057068, + 0.050747524946928024, + 0.09135850518941879, + 0.03318722918629646, + 0.025041630491614342 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.05684058368206024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486429452896118 + ], + "opposite_logprob_tokens": [ + -1.2236429452896118 + ], + "logprob_reward": -0.3486429452896118, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486429452896118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11008721590042114, + 0.07866264879703522, + 0.2518954277038574, + 0.0660126730799675, + 0.07337816059589386, + 0.12275197356939316, + 0.055058423429727554, + 0.08881472051143646, + 0.07232555747032166, + 0.08101323246955872 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.3486429452896118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31342530250549316 + ], + "opposite_logprob_tokens": [ + -1.3134253025054932 + ], + "logprob_reward": -0.31342530250549316, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31342530250549316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09510477632284164, + 0.06434966623783112, + 0.07411991059780121, + 0.11733648180961609, + 0.16332532465457916, + 0.10316994786262512, + 0.046538516879081726, + 0.21214492619037628, + 0.05514177680015564, + 0.06876873970031738 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.31342530250549316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594101399183273 + ], + "opposite_logprob_tokens": [ + -3.8955941200256348 + ], + "logprob_reward": -0.020594101399183273, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594101399183273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08875875174999237, + 0.08771087974309921, + 0.07808580249547958, + 0.23261906206607819, + 0.08411464095115662, + 0.04713846370577812, + 0.044436976313591, + 0.16279220581054688, + 0.0828964114189148, + 0.09144684672355652 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.020594101399183273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494944378733635 + ], + "opposite_logprob_tokens": [ + -2.9299495220184326 + ], + "logprob_reward": -0.05494944378733635, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494944378733635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09410864114761353, + 0.030168794095516205, + 0.07487191259860992, + 0.13447600603103638, + 0.10264269262552261, + 0.12847961485385895, + 0.10548949986696243, + 0.21428735554218292, + 0.04642298445105553, + 0.06905249506235123 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.05494944378733635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, the camera panning closely to the action, focuses on a warrior clad in weathered steel armor. In the dim light, the armor, covered in fine scratches and slight rust, reflects a cold metallic luster. His muscles are tense, and across his chiseled face, sweat and dust mingle, flowing down his furrowed brow and tense jaw. Wisps of dark hair fall from the edge of his helmet, plastering to his damp forehead. His eyes are wide, filled with determination and savage power, as he swings a broadsword, also scarred by battle, from right to left with all his might. In slow motion, the sword's edge slices through the air, creating a visible, distorted current, blurring the background into a blurry, dark-toned chaos, with faint traces of flying dust visible. The entire picture presents a faded retro film texture, with extremely low color saturation, showing a sepia tone washed by time, and is covered with obvious film grain, fine scratches and occasional flashes of light, creating a tense, primitive and epic atmosphere.", + "seed": 9374, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_11/index_5747_seed_9374_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15615014359354973, + "vlm_logprob": -0.15615014359354973, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.15615014359354973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01740468107163906 + ], + "opposite_logprob_tokens": [ + -4.142404556274414 + ], + "logprob_reward": -0.01740468107163906, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01740468107163906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11981111019849777, + 0.1959584802389145, + 0.04788834974169731, + 0.08862490206956863, + 0.018126824870705605, + 0.0684264600276947, + 0.06426411867141724, + 0.0845477432012558, + 0.26768380403518677, + 0.04466826468706131 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.01740468107163906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47429001331329346 + ], + "opposite_logprob_tokens": [ + -0.9742900133132935 + ], + "logprob_reward": -0.47429001331329346, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47429001331329346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04877771809697151, + 0.4773446023464203, + 0.08043330907821655, + 0.03820831701159477, + 0.02723236382007599, + 0.032147202640771866, + 0.07405959814786911, + 0.11783163249492645, + 0.0563141293823719, + 0.04765109717845917 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.47429001331329346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555477917194366 + ], + "opposite_logprob_tokens": [ + -1.6005548238754272 + ], + "logprob_reward": -0.22555477917194366, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555477917194366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05531926080584526, + 0.14365442097187042, + 0.0761643499135971, + 0.0729469284415245, + 0.07548103481531143, + 0.07728639990091324, + 0.07565027475357056, + 0.04484204947948456, + 0.3213250935077667, + 0.05733015760779381 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.22555477917194366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033708129078149796 + ], + "opposite_logprob_tokens": [ + -3.408708095550537 + ], + "logprob_reward": -0.033708129078149796, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033708129078149796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2690836489200592, + 0.13513949513435364, + 0.08340933918952942, + 0.06651106476783752, + 0.03062436729669571, + 0.02596292831003666, + 0.036711402237415314, + 0.12188161164522171, + 0.11916379630565643, + 0.11151241511106491 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.033708129078149796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029793115332722664 + ], + "opposite_logprob_tokens": [ + -3.5297930240631104 + ], + "logprob_reward": -0.029793115332722664, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029793115332722664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10036535561084747, + 0.22189515829086304, + 0.11594633013010025, + 0.1483462005853653, + 0.055575475096702576, + 0.03647967800498009, + 0.05755799263715744, + 0.12919341027736664, + 0.10278518497943878, + 0.03185521066188812 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.029793115332722664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up, the camera panning closely to the action, focuses on a warrior clad in weathered steel armor. In the dim light, the armor, covered in fine scratches and slight rust, reflects a cold metallic luster. His muscles are tense, and across his chiseled face, sweat and dust mingle, flowing down his furrowed brow and tense jaw. Wisps of dark hair fall from the edge of his helmet, plastering to his damp forehead. His eyes are wide, filled with determination and savage power, as he swings a broadsword, also scarred by battle, from right to left with all his might. In slow motion, the sword's edge slices through the air, creating a visible, distorted current, blurring the background into a blurry, dark-toned chaos, with faint traces of flying dust visible. The entire picture presents a faded retro film texture, with extremely low color saturation, showing a sepia tone washed by time, and is covered with obvious film grain, fine scratches and occasional flashes of light, creating a tense, primitive and epic atmosphere.", + "seed": 9375, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_11/index_5747_seed_9375_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16580241546034813, + "vlm_logprob": -0.16580241546034813, + "vlm_yes_no_margin": 2.0249999880790712, + "vlm_token_credit": -0.16580241546034813, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11557687073945999 + ], + "opposite_logprob_tokens": [ + -2.240576982498169 + ], + "logprob_reward": -0.11557687073945999, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11557687073945999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.248384028673172, + 0.0542556457221508, + 0.05611763149499893, + 0.023084158077836037, + 0.0703565701842308, + 0.08643576502799988, + 0.05496044456958771, + 0.1597035974264145, + 0.02834951877593994, + 0.21835264563560486 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.11557687073945999 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486531376838684 + ], + "opposite_logprob_tokens": [ + -1.2236530780792236 + ], + "logprob_reward": -0.3486531376838684, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486531376838684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22970835864543915, + 0.16600355505943298, + 0.029392194002866745, + 0.0940556675195694, + 0.06330977380275726, + 0.023341866210103035, + 0.04417844116687775, + 0.07027563452720642, + 0.02226090617477894, + 0.25747355818748474 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.3486531376838684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208088755607605 + ], + "opposite_logprob_tokens": [ + -1.5020809173583984 + ], + "logprob_reward": -0.25208088755607605, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208088755607605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062337879091501236, + 0.32458022236824036, + 0.10524055361747742, + 0.028023967519402504, + 0.0628230944275856, + 0.032864294946193695, + 0.07889830321073532, + 0.03379951789975166, + 0.02908589318394661, + 0.24234624207019806 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.25208088755607605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033719997853040695 + ], + "opposite_logprob_tokens": [ + -3.408720016479492 + ], + "logprob_reward": -0.033719997853040695, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033719997853040695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1464550942182541, + 0.2223498374223709, + 0.09643593430519104, + 0.044710736721754074, + 0.07620231062173843, + 0.10469070076942444, + 0.0414486788213253, + 0.09353790432214737, + 0.04814868047833443, + 0.12602007389068604 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.033719997853040695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a warrior wearing weathered steel armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the warrior swinging a broadsword from right to left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video feature a faded retro film texture with low color saturation and a sepia tone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera panning closely to follow the action?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789811834692955 + ], + "opposite_logprob_tokens": [ + -2.5789811611175537 + ], + "logprob_reward": -0.0789811834692955, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789811834692955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1272238790988922, + 0.2173001915216446, + 0.09453831613063812, + 0.08084757626056671, + 0.03312346711754799, + 0.10203128308057785, + 0.14226709306240082, + 0.0629231408238411, + 0.04992338642477989, + 0.08982166647911072 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.0789811834692955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_12/index_tensor([4417, 4417])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_12/index_tensor([4417, 4417])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bedc9ba6fda1344e7e13852eca06a08ec24dfb95 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_12/index_tensor([4417, 4417])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures a massive American flag fluttering violently against a vast, flawless azure sky. Rendered at a high frame rate, the footage captures every movement with surreal, crystal clarity. Under harsh direct sunlight, the flag's heavy fabric snaps and ripples in the powerful, unseen wind. Crimson and bright white stripes undulate in powerful, chaotic waves, while the navy blue canton, densely embroidered with 50 stars, twists and surges with immense force. The intense light meticulously defines the texture of the woven material, creating shimmering highlights at the tops of the creases and casting deep, sharp shadows within the valleys. The flag clings to the halyard atop the tall flagpole, its edge whipping violently, every ripple and twist captured without a hint of motion blur, creating a powerful and awe-inspiring atmosphere of raw, untamed energy and enduring power.", + "seed": 15322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_12/index_4417_seed_15322_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5347368031740188, + "vlm_logprob": -0.5347368031740188, + "vlm_yes_no_margin": 1.2, + "vlm_token_credit": -0.5347368031740188, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4113781452178955 + ], + "opposite_logprob_tokens": [ + -0.2863781452178955 + ], + "logprob_reward": -1.4113781452178955, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4113781452178955, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0448131300508976, + 0.032604899257421494, + 0.013591648079454899, + 0.019225694239139557, + 0.06278545409440994, + 0.022240953519940376, + 0.0701090469956398, + 0.06749336421489716, + 0.46284177899360657, + 0.20429407060146332 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -1.4113781452178955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871450364589691 + ], + "opposite_logprob_tokens": [ + -3.0487143993377686 + ], + "logprob_reward": -0.04871450364589691, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871450364589691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06347206979990005, + 0.0569620281457901, + 0.04919705167412758, + 0.02554474025964737, + 0.03134249523282051, + 0.10032019019126892, + 0.12483646720647812, + 0.32099995017051697, + 0.05280280113220215, + 0.17452210187911987 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.04871450364589691 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033709049224853516 + ], + "opposite_logprob_tokens": [ + -3.4087090492248535 + ], + "logprob_reward": -0.033709049224853516, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033709049224853516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13641570508480072, + 0.03552200272679329, + 0.021848512813448906, + 0.02412010356783867, + 0.06195554509758949, + 0.09679953008890152, + 0.1089247316122055, + 0.3039722740650177, + 0.14598609507083893, + 0.06445552408695221 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.033709049224853516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8984431028366089 + ], + "opposite_logprob_tokens": [ + -0.5234431028366089 + ], + "logprob_reward": -0.8984431028366089, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8984431028366089, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.029283180832862854, + 0.07364145666360855, + 0.03517870232462883, + 0.0359969362616539, + 0.05032257363200188, + 0.08357280492782593, + 0.23238010704517365, + 0.04330751299858093, + 0.29059407114982605, + 0.12572267651557922 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.8984431028366089 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814392149448395 + ], + "opposite_logprob_tokens": [ + -1.406439185142517 + ], + "logprob_reward": -0.2814392149448395, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814392149448395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06647594273090363, + 0.06560678035020828, + 0.046505965292453766, + 0.04592790827155113, + 0.03174223750829697, + 0.02584093064069748, + 0.04048560559749603, + 0.21642278134822845, + 0.37397482991218567, + 0.0870170146226883 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.2814392149448395 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a massive American flag fluttering violently against a vast, flawless azure sky. Rendered at a high frame rate, the footage captures every movement with surreal, crystal clarity. Under harsh direct sunlight, the flag's heavy fabric snaps and ripples in the powerful, unseen wind. Crimson and bright white stripes undulate in powerful, chaotic waves, while the navy blue canton, densely embroidered with 50 stars, twists and surges with immense force. The intense light meticulously defines the texture of the woven material, creating shimmering highlights at the tops of the creases and casting deep, sharp shadows within the valleys. The flag clings to the halyard atop the tall flagpole, its edge whipping violently, every ripple and twist captured without a hint of motion blur, creating a powerful and awe-inspiring atmosphere of raw, untamed energy and enduring power.", + "seed": 15323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_12/index_4417_seed_15323_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3588428873568773, + "vlm_logprob": -0.3588428873568773, + "vlm_yes_no_margin": 2.0999999940395355, + "vlm_token_credit": -0.3588428873568773, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02676723524928093 + ], + "opposite_logprob_tokens": [ + -4.026767253875732 + ], + "logprob_reward": -0.02676723524928093, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02676723524928093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24628223478794098, + 0.2981971800327301, + 0.03606909513473511, + 0.06214790791273117, + 0.10029091686010361, + 0.05213411524891853, + 0.08085183054208755, + 0.041692618280649185, + 0.06198019161820412, + 0.02035394310951233 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02676723524928093 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020621078088879585 + ], + "opposite_logprob_tokens": [ + -3.8956210613250732 + ], + "logprob_reward": -0.020621078088879585, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020621078088879585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11036529392004013, + 0.333734929561615, + 0.07312916219234467, + 0.07938835769891739, + 0.033810608088970184, + 0.046771202236413956, + 0.025714438408613205, + 0.07901874929666519, + 0.17338024079799652, + 0.04468706622719765 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.020621078088879585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867033287882805 + ], + "opposite_logprob_tokens": [ + -3.0486702919006348 + ], + "logprob_reward": -0.04867033287882805, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867033287882805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12153954058885574, + 0.2714226543903351, + 0.332187682390213, + 0.038778748363256454, + 0.0865471288561821, + 0.010010995902121067, + 0.024605467915534973, + 0.04451002553105354, + 0.031091233715415, + 0.03930655121803284 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04867033287882805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.22373366355896 + ], + "opposite_logprob_tokens": [ + -0.34873369336128235 + ], + "logprob_reward": -1.22373366355896, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.22373366355896, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1736254245042801, + 0.22528330981731415, + 0.10574361681938171, + 0.07876268774271011, + 0.10100267827510834, + 0.02395729534327984, + 0.019388562068343163, + 0.15231046080589294, + 0.09836618602275848, + 0.021559741348028183 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -1.22373366355896 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4744221270084381 + ], + "opposite_logprob_tokens": [ + -0.9744220972061157 + ], + "logprob_reward": -0.4744221270084381, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4744221270084381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027776898816227913, + 0.060986194759607315, + 0.13433456420898438, + 0.0216252189129591, + 0.45412635803222656, + 0.02593240700662136, + 0.02192649245262146, + 0.07921434193849564, + 0.14198718965053558, + 0.03209036961197853 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.4744221270084381 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a massive American flag fluttering violently against a vast, flawless azure sky. Rendered at a high frame rate, the footage captures every movement with surreal, crystal clarity. Under harsh direct sunlight, the flag's heavy fabric snaps and ripples in the powerful, unseen wind. Crimson and bright white stripes undulate in powerful, chaotic waves, while the navy blue canton, densely embroidered with 50 stars, twists and surges with immense force. The intense light meticulously defines the texture of the woven material, creating shimmering highlights at the tops of the creases and casting deep, sharp shadows within the valleys. The flag clings to the halyard atop the tall flagpole, its edge whipping violently, every ripple and twist captured without a hint of motion blur, creating a powerful and awe-inspiring atmosphere of raw, untamed energy and enduring power.", + "seed": 15324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_12/index_4417_seed_15324_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4266620069742203, + "vlm_logprob": -0.4266620069742203, + "vlm_yes_no_margin": 1.325, + "vlm_token_credit": -0.4266620069742203, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4010322391986847 + ], + "opposite_logprob_tokens": [ + -1.1510322093963623 + ], + "logprob_reward": -0.4010322391986847, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.4010322391986847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09922942519187927, + 0.07361021637916565, + 0.13686084747314453, + 0.298110693693161, + 0.10971434414386749, + 0.0519556924700737, + 0.0432305745780468, + 0.11123626679182053, + 0.0317322202026844, + 0.04431971162557602 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.4010322391986847 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211404874920845 + ], + "opposite_logprob_tokens": [ + -2.8121140003204346 + ], + "logprob_reward": -0.06211404874920845, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211404874920845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11666077375411987, + 0.12525224685668945, + 0.09793426841497421, + 0.19410327076911926, + 0.11833629757165909, + 0.15102703869342804, + 0.036430906504392624, + 0.09493491798639297, + 0.0283355675637722, + 0.036984726786613464 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.06211404874920845 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307904466986656 + ], + "opposite_logprob_tokens": [ + -3.168079137802124 + ], + "logprob_reward": -0.04307904466986656, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307904466986656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3788982629776001, + 0.11803245544433594, + 0.04420360177755356, + 0.07470652461051941, + 0.09352567046880722, + 0.09057825803756714, + 0.06550665199756622, + 0.08818727731704712, + 0.03403057903051376, + 0.012330770492553711 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04307904466986656 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3135159015655518 + ], + "opposite_logprob_tokens": [ + -0.31351590156555176 + ], + "logprob_reward": -1.3135159015655518, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3135159015655518, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26076385378837585, + 0.04713260382413864, + 0.036533329635858536, + 0.07473108172416687, + 0.16869588196277618, + 0.21366038918495178, + 0.030985098332166672, + 0.0887414738535881, + 0.049020685255527496, + 0.029735615476965904 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -1.3135159015655518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135688006877899 + ], + "opposite_logprob_tokens": [ + -1.3135688304901123 + ], + "logprob_reward": -0.3135688006877899, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135688006877899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12030763179063797, + 0.072380930185318, + 0.11785807460546494, + 0.20876263082027435, + 0.07232323288917542, + 0.15535447001457214, + 0.0317101888358593, + 0.11153518408536911, + 0.04972526803612709, + 0.060042403638362885 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.3135688006877899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a massive American flag fluttering violently against a vast, flawless azure sky. Rendered at a high frame rate, the footage captures every movement with surreal, crystal clarity. Under harsh direct sunlight, the flag's heavy fabric snaps and ripples in the powerful, unseen wind. Crimson and bright white stripes undulate in powerful, chaotic waves, while the navy blue canton, densely embroidered with 50 stars, twists and surges with immense force. The intense light meticulously defines the texture of the woven material, creating shimmering highlights at the tops of the creases and casting deep, sharp shadows within the valleys. The flag clings to the halyard atop the tall flagpole, its edge whipping violently, every ripple and twist captured without a hint of motion blur, creating a powerful and awe-inspiring atmosphere of raw, untamed energy and enduring power.", + "seed": 15325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_12/index_4417_seed_15325_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32285634707659483, + "vlm_logprob": -0.32285634707659483, + "vlm_yes_no_margin": 1.9, + "vlm_token_credit": -0.32285634707659483, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21253016591072083 + ], + "opposite_logprob_tokens": [ + -1.7125301361083984 + ], + "logprob_reward": -0.21253016591072083, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21253016591072083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19710959494113922, + 0.051344286650419235, + 0.0693713128566742, + 0.01826351322233677, + 0.07657119631767273, + 0.03456367924809456, + 0.05696374550461769, + 0.29935184121131897, + 0.16295382380485535, + 0.03350698947906494 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.21253016591072083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014237961731851101 + ], + "opposite_logprob_tokens": [ + -4.264237880706787 + ], + "logprob_reward": -0.014237961731851101, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014237961731851101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18548724055290222, + 0.11606965214014053, + 0.10669468343257904, + 0.1402621567249298, + 0.08414000272750854, + 0.06694631278514862, + 0.09139546006917953, + 0.08170701563358307, + 0.07023143023252487, + 0.05706598237156868 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.014237961731851101 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867987334728241 + ], + "opposite_logprob_tokens": [ + -3.048679828643799 + ], + "logprob_reward": -0.04867987334728241, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867987334728241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1296180784702301, + 0.047546349465847015, + 0.11267983913421631, + 0.17053237557411194, + 0.040568992495536804, + 0.1259109079837799, + 0.13216203451156616, + 0.18998399376869202, + 0.025737078860402107, + 0.025260379537940025 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.04867987334728241 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137149691581726 + ], + "opposite_logprob_tokens": [ + -0.3871496617794037 + ], + "logprob_reward": -1.137149691581726, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137149691581726, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11982953548431396, + 0.058783698827028275, + 0.1405603140592575, + 0.14688068628311157, + 0.0624014288187027, + 0.08319925516843796, + 0.11322685331106186, + 0.08893644064664841, + 0.0841522067785263, + 0.10202964395284653 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -1.137149691581726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle looking up at the flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vast, flawless azure sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the American flag shown with crimson and bright white stripes and a navy blue canton with 50 stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flag fluttering violently with visible motion blur absent (crystal clarity)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flagpole appear tall with the flag clinging to the halyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20168404281139374 + ], + "opposite_logprob_tokens": [ + -1.7016839981079102 + ], + "logprob_reward": -0.20168404281139374, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20168404281139374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09338416904211044, + 0.052233368158340454, + 0.08126641064882278, + 0.2947947382926941, + 0.05313722416758537, + 0.07137668877840042, + 0.13469195365905762, + 0.13212741911411285, + 0.03239264339208603, + 0.05459539219737053 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.20168404281139374 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_13/index_tensor([9319, 9319])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_13/index_tensor([9319, 9319])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f67502d6bdf63e8bbf13f73701c0a28ad9824867 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_13/index_tensor([9319, 9319])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a medium-wide shot, rising steadily upward to reveal a terrifying, expressionistic landscape painted with chaotic, emotive brushstrokes. A raging river of molten lava and lustrous obsidian churns violently. The liquid gold radiates an intense internal heat, casting a flickering, infernal light, while sharp, cooling obsidian fragments swirl like black daggers in the powerful current. Navigating this vortex is a lone, male and female figure atop a simple raft composed of dark, rough logs lashed with thick ropes. The figure is clad in a heavy, shapeless black robe and wears a mask resembling a stylized frog, its features carved with stark, unsettling lines and painted a pale, ghostly white, starkly capturing the incandescent light from below. With intense concentration, the figure grasps a long, rough wooden stick and deliberately and forcefully plunges it into the swirling current, pushing aside jagged rocks. Their movements resemble a desperate ballet against the river's wrath. The entire scene is rendered in thick, fresco-like textures and distorted shapes; light from the molten gold creates dramatic, high-contrast black and whites, casting long, dancing shadows across the bruised purple and indigo cliffs that tilt oppressively inward. As the camera completes its ascent from a high-angle, bird's-eye view, the figure and raft shrink to a tiny, solitary speck within a vast, swirling vortex of light and dark, emphasizing an atmosphere of profound isolation and an epic, desperate struggle against overwhelming, primal power.", + "seed": 17719, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_13/index_9319_seed_17719_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3013907060027122, + "vlm_logprob": -0.3013907060027122, + "vlm_yes_no_margin": 1.45, + "vlm_token_credit": -0.3013907060027122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3906063735485077 + ], + "opposite_logprob_tokens": [ + -1.14060640335083 + ], + "logprob_reward": -0.3906063735485077, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3906063735485077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11606719344854355, + 0.06097351014614105, + 0.0927303209900856, + 0.05901161953806877, + 0.30065619945526123, + 0.04296405240893364, + 0.07167403399944305, + 0.04866720736026764, + 0.1095900908112526, + 0.09766580909490585 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.3906063735485077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005093991756439 + ], + "opposite_logprob_tokens": [ + -2.6950509548187256 + ], + "logprob_reward": -0.07005093991756439, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005093991756439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06810301542282104, + 0.0486416220664978, + 0.06563979387283325, + 0.04341211915016174, + 0.21421940624713898, + 0.10126861929893494, + 0.16796927154064178, + 0.18914794921875, + 0.05180820822715759, + 0.04978995770215988 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.07005093991756439 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048659659922122955 + ], + "opposite_logprob_tokens": [ + -3.048659563064575 + ], + "logprob_reward": -0.048659659922122955, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048659659922122955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08186665922403336, + 0.07818913459777832, + 0.04182027652859688, + 0.058981627225875854, + 0.07761314511299133, + 0.06781548261642456, + 0.15001730620861053, + 0.16943402588367462, + 0.2112685889005661, + 0.06299378722906113 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.048659659922122955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743194580078125 + ], + "opposite_logprob_tokens": [ + -0.9743194580078125 + ], + "logprob_reward": -0.4743194580078125, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743194580078125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041919004172086716, + 0.04074031859636307, + 0.02182207815349102, + 0.055068496614694595, + 0.10977847874164581, + 0.08805515617132187, + 0.0914456695318222, + 0.18150833249092102, + 0.31947067379951477, + 0.050191812217235565 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.4743194580078125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233170986175537 + ], + "opposite_logprob_tokens": [ + -0.8983170986175537 + ], + "logprob_reward": -0.5233170986175537, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233170986175537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04293522238731384, + 0.02831423468887806, + 0.07249721884727478, + 0.03942033275961876, + 0.2565610408782959, + 0.14162161946296692, + 0.14499115943908691, + 0.13843010365962982, + 0.07096972316503525, + 0.064259372651577 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.5233170986175537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium-wide shot, rising steadily upward to reveal a terrifying, expressionistic landscape painted with chaotic, emotive brushstrokes. A raging river of molten lava and lustrous obsidian churns violently. The liquid gold radiates an intense internal heat, casting a flickering, infernal light, while sharp, cooling obsidian fragments swirl like black daggers in the powerful current. Navigating this vortex is a lone, male and female figure atop a simple raft composed of dark, rough logs lashed with thick ropes. The figure is clad in a heavy, shapeless black robe and wears a mask resembling a stylized frog, its features carved with stark, unsettling lines and painted a pale, ghostly white, starkly capturing the incandescent light from below. With intense concentration, the figure grasps a long, rough wooden stick and deliberately and forcefully plunges it into the swirling current, pushing aside jagged rocks. Their movements resemble a desperate ballet against the river's wrath. The entire scene is rendered in thick, fresco-like textures and distorted shapes; light from the molten gold creates dramatic, high-contrast black and whites, casting long, dancing shadows across the bruised purple and indigo cliffs that tilt oppressively inward. As the camera completes its ascent from a high-angle, bird's-eye view, the figure and raft shrink to a tiny, solitary speck within a vast, swirling vortex of light and dark, emphasizing an atmosphere of profound isolation and an epic, desperate struggle against overwhelming, primal power.", + "seed": 17720, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_13/index_9319_seed_17720_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26131907999515536, + "vlm_logprob": -0.26131907999515536, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.26131907999515536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10335612297058105 + ], + "opposite_logprob_tokens": [ + -2.353356122970581 + ], + "logprob_reward": -0.10335612297058105, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10335612297058105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07490868866443634, + 0.12176419049501419, + 0.07024165242910385, + 0.12946705520153046, + 0.21154241263866425, + 0.038257818669080734, + 0.033287759870290756, + 0.012867843732237816, + 0.02674923650920391, + 0.2809132933616638 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.10335612297058105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005894184112549 + ], + "opposite_logprob_tokens": [ + -2.695058822631836 + ], + "logprob_reward": -0.07005894184112549, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005894184112549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060634806752204895, + 0.35835573077201843, + 0.0629182681441307, + 0.07313010096549988, + 0.13724449276924133, + 0.030908526852726936, + 0.09901505708694458, + 0.04447804018855095, + 0.06932177394628525, + 0.0639931783080101 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.07005894184112549 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336964875459671 + ], + "opposite_logprob_tokens": [ + -3.408696413040161 + ], + "logprob_reward": -0.0336964875459671, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336964875459671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10240724682807922, + 0.5083710551261902, + 0.062363605946302414, + 0.07262266427278519, + 0.13106828927993774, + 0.03795626759529114, + 0.01499227061867714, + 0.02928505279123783, + 0.011955572292208672, + 0.02897805906832218 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0336964875459671 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576171875 + ], + "opposite_logprob_tokens": [ + -0.826171875 + ], + "logprob_reward": -0.576171875, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576171875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07285924255847931, + 0.19292359054088593, + 0.0927266925573349, + 0.12759575247764587, + 0.12264716625213623, + 0.043752070516347885, + 0.048006411641836166, + 0.050904784351587296, + 0.0433441586792469, + 0.2052401751279831 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.576171875 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523311972618103 + ], + "opposite_logprob_tokens": [ + -0.898311972618103 + ], + "logprob_reward": -0.523311972618103, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523311972618103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08155609667301178, + 0.22956466674804688, + 0.04078670218586922, + 0.06712359189987183, + 0.07879256457090378, + 0.16481558978557587, + 0.04005413129925728, + 0.08959992974996567, + 0.06648686528205872, + 0.1412198692560196 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.523311972618103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium-wide shot, rising steadily upward to reveal a terrifying, expressionistic landscape painted with chaotic, emotive brushstrokes. A raging river of molten lava and lustrous obsidian churns violently. The liquid gold radiates an intense internal heat, casting a flickering, infernal light, while sharp, cooling obsidian fragments swirl like black daggers in the powerful current. Navigating this vortex is a lone, male and female figure atop a simple raft composed of dark, rough logs lashed with thick ropes. The figure is clad in a heavy, shapeless black robe and wears a mask resembling a stylized frog, its features carved with stark, unsettling lines and painted a pale, ghostly white, starkly capturing the incandescent light from below. With intense concentration, the figure grasps a long, rough wooden stick and deliberately and forcefully plunges it into the swirling current, pushing aside jagged rocks. Their movements resemble a desperate ballet against the river's wrath. The entire scene is rendered in thick, fresco-like textures and distorted shapes; light from the molten gold creates dramatic, high-contrast black and whites, casting long, dancing shadows across the bruised purple and indigo cliffs that tilt oppressively inward. As the camera completes its ascent from a high-angle, bird's-eye view, the figure and raft shrink to a tiny, solitary speck within a vast, swirling vortex of light and dark, emphasizing an atmosphere of profound isolation and an epic, desperate struggle against overwhelming, primal power.", + "seed": 17721, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_13/index_9319_seed_17721_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.157877516746521, + "vlm_logprob": -0.157877516746521, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.157877516746521, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05140702426433563 + ], + "opposite_logprob_tokens": [ + -3.0514070987701416 + ], + "logprob_reward": -0.05140702426433563, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05140702426433563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1577998250722885, + 0.06499931216239929, + 0.05600373446941376, + 0.14387640357017517, + 0.047065697610378265, + 0.04761037975549698, + 0.1311642825603485, + 0.11772540956735611, + 0.12469010800123215, + 0.10906481742858887 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.05140702426433563 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309502750635147 + ], + "opposite_logprob_tokens": [ + -3.7733094692230225 + ], + "logprob_reward": -0.023309502750635147, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309502750635147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19262337684631348, + 0.05568217858672142, + 0.27732592821121216, + 0.0876946672797203, + 0.043152399361133575, + 0.049373265355825424, + 0.05112897604703903, + 0.05936165153980255, + 0.12130483984947205, + 0.06235266476869583 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.023309502750635147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369314596056938 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369314596056938, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369314596056938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19413892924785614, + 0.050969090312719345, + 0.10152718424797058, + 0.1066771149635315, + 0.07781698554754257, + 0.04409419745206833, + 0.03341665491461754, + 0.23573745787143707, + 0.09779739379882812, + 0.05782496929168701 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.03369314596056938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210636854171753 + ], + "opposite_logprob_tokens": [ + -1.5021064281463623 + ], + "logprob_reward": -0.25210636854171753, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210636854171753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1721992790699005, + 0.04285629093647003, + 0.02866215445101261, + 0.04235775023698807, + 0.03551746532320976, + 0.052835818380117416, + 0.05446237325668335, + 0.3127046823501587, + 0.1931387484073639, + 0.06526542454957962 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.25210636854171753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288715422153473 + ], + "opposite_logprob_tokens": [ + -1.053871512413025 + ], + "logprob_reward": -0.4288715422153473, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288715422153473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1617603600025177, + 0.06021495908498764, + 0.07006995379924774, + 0.06371299922466278, + 0.07723154872655869, + 0.05782836303114891, + 0.03565557673573494, + 0.14421755075454712, + 0.26892006397247314, + 0.06038856878876686 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.4288715422153473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium-wide shot, rising steadily upward to reveal a terrifying, expressionistic landscape painted with chaotic, emotive brushstrokes. A raging river of molten lava and lustrous obsidian churns violently. The liquid gold radiates an intense internal heat, casting a flickering, infernal light, while sharp, cooling obsidian fragments swirl like black daggers in the powerful current. Navigating this vortex is a lone, male and female figure atop a simple raft composed of dark, rough logs lashed with thick ropes. The figure is clad in a heavy, shapeless black robe and wears a mask resembling a stylized frog, its features carved with stark, unsettling lines and painted a pale, ghostly white, starkly capturing the incandescent light from below. With intense concentration, the figure grasps a long, rough wooden stick and deliberately and forcefully plunges it into the swirling current, pushing aside jagged rocks. Their movements resemble a desperate ballet against the river's wrath. The entire scene is rendered in thick, fresco-like textures and distorted shapes; light from the molten gold creates dramatic, high-contrast black and whites, casting long, dancing shadows across the bruised purple and indigo cliffs that tilt oppressively inward. As the camera completes its ascent from a high-angle, bird's-eye view, the figure and raft shrink to a tiny, solitary speck within a vast, swirling vortex of light and dark, emphasizing an atmosphere of profound isolation and an epic, desperate struggle against overwhelming, primal power.", + "seed": 17722, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_13/index_9319_seed_17722_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16521443538367747, + "vlm_logprob": -0.16521443538367747, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.16521443538367747, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1159166470170021 + ], + "opposite_logprob_tokens": [ + -2.2409167289733887 + ], + "logprob_reward": -0.1159166470170021, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1159166470170021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3108972907066345, + 0.15441617369651794, + 0.01652972400188446, + 0.07335120439529419, + 0.06904692947864532, + 0.18885020911693573, + 0.03127313405275345, + 0.037085697054862976, + 0.021069996058940887, + 0.09747961908578873 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.1159166470170021 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906944841146469 + ], + "opposite_logprob_tokens": [ + -2.464069366455078 + ], + "logprob_reward": -0.08906944841146469, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906944841146469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1952279657125473, + 0.22599706053733826, + 0.10243988782167435, + 0.07466655969619751, + 0.029888911172747612, + 0.16120444238185883, + 0.07393954694271088, + 0.05258490890264511, + 0.028659656643867493, + 0.05539104342460632 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.08906944841146469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343872770667076 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343872770667076, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343872770667076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2868479788303375, + 0.05880867689847946, + 0.0897536501288414, + 0.038634009659290314, + 0.0671817883849144, + 0.145297572016716, + 0.09504283964633942, + 0.03988475725054741, + 0.09754618257284164, + 0.0810026228427887 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.026343872770667076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132370114326477 + ], + "opposite_logprob_tokens": [ + -1.4063236713409424 + ], + "logprob_reward": -0.28132370114326477, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132370114326477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14135430753231049, + 0.10032584518194199, + 0.07923202961683273, + 0.0781903862953186, + 0.06369463354349136, + 0.2919503450393677, + 0.10507067292928696, + 0.041851382702589035, + 0.04771535471081734, + 0.05061504989862442 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.28132370114326477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a landscape featuring a raging river of molten lava and lustrous obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two figures (one male and one female) visible navigating the river on a raft made of dark logs lashed with thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the figures wearing a heavy black robe and a mask resembling a stylized frog with pale, ghostly white features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure deliberately plunge a long, rough wooden stick into the swirling current to push aside jagged rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium-wide shot and rise steadily upward to a high-angle bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31341850757598877 + ], + "opposite_logprob_tokens": [ + -1.3134185075759888 + ], + "logprob_reward": -0.31341850757598877, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31341850757598877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12551064789295197, + 0.15816630423069, + 0.23648279905319214, + 0.04093291983008385, + 0.07833574712276459, + 0.12085928022861481, + 0.05014799162745476, + 0.05335971713066101, + 0.08442539721727371, + 0.05177928879857063 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.31341850757598877 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_14/index_tensor([2290, 2290])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_14/index_tensor([2290, 2290])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c6ce7792910aa9caac0f6e61e0cf4f3ce1a630a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_14/index_tensor([2290, 2290])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, set against the backdrop of the water level, captures a stern-faced hunter, his face gaunt and weathered, his long black hair plastered to his scalp, slowly and deliberately immersing himself in the dark, murky water at the heart of a dusky swamp. They are clad in worn, dark brown leather, the material cracked and waterlogged, its tarnished burrs gleaming dimly. The scene is rendered in a somber, painterly style, characterized by dramatic black-and-white contrasts and rich, painterly textures that give the gnarled, moss-covered roots in the background an almost tangible quality. As the hunters sink unflinchingly, water pours over their clenched jaws and thin lips, their posture deliberately stiff. A faint ray of light filters through the dense, oppressive canopy of trees above, capturing the steely determination in their pale, wide-open eyes, a last, sharp glimmer of defiance. Just before the dark, oily water completely obscures their faces, the light fades, leaving only faint ripples spreading across the black void.", + "seed": 278, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_14/index_2290_seed_278_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01180216872598976, + "vlm_logprob": -0.01180216872598976, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.01180216872598976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0421069897711277 + ], + "opposite_logprob_tokens": [ + -3.292107105255127 + ], + "logprob_reward": -0.0421069897711277, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0421069897711277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15598033368587494, + 0.08401975780725479, + 0.07297607511281967, + 0.09427283704280853, + 0.055782996118068695, + 0.11773078888654709, + 0.1251276135444641, + 0.03563077747821808, + 0.11285174638032913, + 0.14562708139419556 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0421069897711277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956398788839579 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956398788839579, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956398788839579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23116610944271088, + 0.11437453329563141, + 0.06584549695253372, + 0.03303191065788269, + 0.08321022987365723, + 0.20866955816745758, + 0.04752645269036293, + 0.04362155497074127, + 0.08521121740341187, + 0.08734298497438431 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.005956398788839579 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090277012437582 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.004090277012437582, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090277012437582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19655725359916687, + 0.26051583886146545, + 0.04030602425336838, + 0.06421934068202972, + 0.08061543107032776, + 0.15399624407291412, + 0.032064780592918396, + 0.04195328801870346, + 0.05583137646317482, + 0.07394042611122131 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.004090277012437582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005940163973718882 + ], + "opposite_logprob_tokens": [ + -5.130939960479736 + ], + "logprob_reward": -0.005940163973718882, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005940163973718882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27132439613342285, + 0.17580799758434296, + 0.08142988383769989, + 0.04632210358977318, + 0.13858631253242493, + 0.04081715643405914, + 0.0538271889090538, + 0.047133270651102066, + 0.0909896269440651, + 0.05376207083463669 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005940163973718882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009170140838250518 + ], + "opposite_logprob_tokens": [ + -7.000916957855225 + ], + "logprob_reward": -0.0009170140838250518, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009170140838250518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15410557389259338, + 0.09528528153896332, + 0.06373026221990585, + 0.04140855744481087, + 0.1411532759666443, + 0.19149312376976013, + 0.1116122156381607, + 0.026637015864253044, + 0.11849568784236908, + 0.05607903376221657 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0009170140838250518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, set against the backdrop of the water level, captures a stern-faced hunter, his face gaunt and weathered, his long black hair plastered to his scalp, slowly and deliberately immersing himself in the dark, murky water at the heart of a dusky swamp. They are clad in worn, dark brown leather, the material cracked and waterlogged, its tarnished burrs gleaming dimly. The scene is rendered in a somber, painterly style, characterized by dramatic black-and-white contrasts and rich, painterly textures that give the gnarled, moss-covered roots in the background an almost tangible quality. As the hunters sink unflinchingly, water pours over their clenched jaws and thin lips, their posture deliberately stiff. A faint ray of light filters through the dense, oppressive canopy of trees above, capturing the steely determination in their pale, wide-open eyes, a last, sharp glimmer of defiance. Just before the dark, oily water completely obscures their faces, the light fades, leaving only faint ripples spreading across the black void.", + "seed": 279, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_14/index_2290_seed_279_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02553533692844212, + "vlm_logprob": -0.02553533692844212, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.02553533692844212, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10663637518882751 + ], + "opposite_logprob_tokens": [ + -2.3566362857818604 + ], + "logprob_reward": -0.10663637518882751, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10663637518882751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06628338247537613, + 0.04959094524383545, + 0.10546565055847168, + 0.07548786699771881, + 0.0343349389731884, + 0.04290291666984558, + 0.17090654373168945, + 0.10838550329208374, + 0.14880967140197754, + 0.19783255457878113 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.10663637518882751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979179609566927 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.00979179609566927, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979179609566927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0915062204003334, + 0.06785940378904343, + 0.15217489004135132, + 0.026058396324515343, + 0.03402784466743469, + 0.18383318185806274, + 0.08556373417377472, + 0.21393315494060516, + 0.0733918696641922, + 0.07165123522281647 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.00979179609566927 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249644163995981 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249644163995981, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249644163995981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11184483766555786, + 0.1802290678024292, + 0.11534518003463745, + 0.0715906172990799, + 0.0372089259326458, + 0.1486014872789383, + 0.08515564352273941, + 0.04292396083474159, + 0.10045859217643738, + 0.10664169490337372 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.005249644163995981 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028130742721259594 + ], + "opposite_logprob_tokens": [ + -5.87781286239624 + ], + "logprob_reward": -0.0028130742721259594, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028130742721259594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06607477366924286, + 0.022395145148038864, + 0.08939727395772934, + 0.04087069630622864, + 0.0330449715256691, + 0.08561163395643234, + 0.23398622870445251, + 0.06539361923933029, + 0.21703141927719116, + 0.14619413018226624 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.0028130742721259594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003185794921591878 + ], + "opposite_logprob_tokens": [ + -5.753185749053955 + ], + "logprob_reward": -0.003185794921591878, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003185794921591878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09650909155607224, + 0.04505375027656555, + 0.0980076789855957, + 0.07677942514419556, + 0.05045632645487785, + 0.05871492624282837, + 0.19965946674346924, + 0.13423919677734375, + 0.12648466229438782, + 0.11409547179937363 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.003185794921591878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, set against the backdrop of the water level, captures a stern-faced hunter, his face gaunt and weathered, his long black hair plastered to his scalp, slowly and deliberately immersing himself in the dark, murky water at the heart of a dusky swamp. They are clad in worn, dark brown leather, the material cracked and waterlogged, its tarnished burrs gleaming dimly. The scene is rendered in a somber, painterly style, characterized by dramatic black-and-white contrasts and rich, painterly textures that give the gnarled, moss-covered roots in the background an almost tangible quality. As the hunters sink unflinchingly, water pours over their clenched jaws and thin lips, their posture deliberately stiff. A faint ray of light filters through the dense, oppressive canopy of trees above, capturing the steely determination in their pale, wide-open eyes, a last, sharp glimmer of defiance. Just before the dark, oily water completely obscures their faces, the light fades, leaving only faint ripples spreading across the black void.", + "seed": 280, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_14/index_2290_seed_280_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03204439729452133, + "vlm_logprob": -0.03204439729452133, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.03204439729452133, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07276684045791626 + ], + "opposite_logprob_tokens": [ + -2.8227667808532715 + ], + "logprob_reward": -0.07276684045791626, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07276684045791626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1375328153371811, + 0.06020991504192352, + 0.03919392451643944, + 0.05048326775431633, + 0.060957811772823334, + 0.09582386165857315, + 0.15365110337734222, + 0.17693451046943665, + 0.10012682527303696, + 0.12508593499660492 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.07276684045791626 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204850971698761 + ], + "opposite_logprob_tokens": [ + -2.8120484352111816 + ], + "logprob_reward": -0.06204850971698761, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204850971698761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19748245179653168, + 0.12944401800632477, + 0.06851190328598022, + 0.057765837758779526, + 0.12162255495786667, + 0.1620645374059677, + 0.04382158815860748, + 0.08387050777673721, + 0.07206904888153076, + 0.06334749609231949 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06204850971698761 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31743383407592773, + 0.14769870042800903, + 0.052509553730487823, + 0.02122206799685955, + 0.06424923986196518, + 0.0850728377699852, + 0.040196891874074936, + 0.12491311877965927, + 0.07147499173879623, + 0.07522878050804138 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247391294687986 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247391294687986, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247391294687986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30819305777549744, + 0.034892890602350235, + 0.12404869496822357, + 0.04493234306573868, + 0.045795995742082596, + 0.021302610635757446, + 0.05558883026242256, + 0.1872209757566452, + 0.06783534586429596, + 0.11018924415111542 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.005247391294687986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091464448720217 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091464448720217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091464448720217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1681627780199051, + 0.033384762704372406, + 0.04631184786558151, + 0.02749486267566681, + 0.05476053059101105, + 0.07194741815328598, + 0.12631936371326447, + 0.16783663630485535, + 0.15736745297908783, + 0.14641432464122772 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.004091464448720217 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, set against the backdrop of the water level, captures a stern-faced hunter, his face gaunt and weathered, his long black hair plastered to his scalp, slowly and deliberately immersing himself in the dark, murky water at the heart of a dusky swamp. They are clad in worn, dark brown leather, the material cracked and waterlogged, its tarnished burrs gleaming dimly. The scene is rendered in a somber, painterly style, characterized by dramatic black-and-white contrasts and rich, painterly textures that give the gnarled, moss-covered roots in the background an almost tangible quality. As the hunters sink unflinchingly, water pours over their clenched jaws and thin lips, their posture deliberately stiff. A faint ray of light filters through the dense, oppressive canopy of trees above, capturing the steely determination in their pale, wide-open eyes, a last, sharp glimmer of defiance. Just before the dark, oily water completely obscures their faces, the light fades, leaving only faint ripples spreading across the black void.", + "seed": 281, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_14/index_2290_seed_281_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018261893652379513, + "vlm_logprob": -0.018261893652379513, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.018261893652379513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06512848287820816 + ], + "opposite_logprob_tokens": [ + -2.8151285648345947 + ], + "logprob_reward": -0.06512848287820816, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06512848287820816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17255719006061554, + 0.06825880706310272, + 0.06986863166093826, + 0.050478219985961914, + 0.08437761664390564, + 0.18949292600154877, + 0.08471260964870453, + 0.04357266426086426, + 0.08769022673368454, + 0.14899112284183502 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.06512848287820816 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545830570161343 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012545830570161343, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545830570161343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3776010274887085, + 0.12212478369474411, + 0.07944663614034653, + 0.04147642105817795, + 0.04917187988758087, + 0.055923741310834885, + 0.09051500260829926, + 0.046340152621269226, + 0.04196772351861, + 0.09543266147375107 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012545830570161343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733584217727184 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733584217727184, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733584217727184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33578675985336304, + 0.12800677120685577, + 0.04897681623697281, + 0.047238145023584366, + 0.050718631595373154, + 0.050860367715358734, + 0.09537173062562943, + 0.0658160075545311, + 0.09213684499263763, + 0.08508790284395218 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.006733584217727184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028130742721259594 + ], + "opposite_logprob_tokens": [ + -5.87781286239624 + ], + "logprob_reward": -0.0028130742721259594, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028130742721259594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09285653382539749, + 0.03290887922048569, + 0.02508356422185898, + 0.01933365873992443, + 0.04118205979466438, + 0.0591144934296608, + 0.03218534216284752, + 0.07891023904085159, + 0.18526266515254974, + 0.4331625699996948 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0028130742721259594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the subjects depicted as stern-faced hunters with gaunt, weathered faces and long black hair plastered to their scalps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hunters wearing worn, dark brown leather clothing that appears cracked and waterlogged?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a dusky swamp with dark, murky water and gnarled, moss-covered roots in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style somber and painterly, featuring dramatic black-and-white contrasts and rich textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088496323674917 + ], + "opposite_logprob_tokens": [ + -5.504088401794434 + ], + "logprob_reward": -0.004088496323674917, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088496323674917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26734215021133423, + 0.07161185890436172, + 0.0435626246035099, + 0.0318504236638546, + 0.03916563838720322, + 0.08219102770090103, + 0.06130626052618027, + 0.15514366328716278, + 0.047011032700538635, + 0.20081529021263123 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.004088496323674917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_15/index_tensor([5540, 5540])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_15/index_tensor([5540, 5540])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2c4f4feec455894b1af9a6b8ebd51327f3b79c68 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_15/index_tensor([5540, 5540])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In vibrant Disney Pixar style, a medium shot, at eye level, remains momentarily static, focusing on a remarkably fluffy ginger cat crouching low on a polished hardwood floor. With thick, soft orange fur punctuated by subtle, light-colored tabby stripes, the cat is a ball of energy. Its large, shimmering emerald eyes, pupils dilated in pure playful mischief, stare at a tall scratching post studded with scissors. Its body tenses for the attack, whiskers jutting forward, the tip of its bushy tail twitching almost imperceptibly. The scene is bathed in warm, soft sunlight, streaming through an unseen window, creating a gentle glow on the cat's fur and casting soft shadows against the cozy, out-of-focus living room backdrop. Just as it raises its front paws, its pearly white claws swiftly and decisively emerging from the soft pads, the camera executes a sudden, sharp jerk, perfectly mimicking the explosive forward thrust of an attack, capturing the peak moment of vibrant, effortless chaos.", + "seed": 8981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_15/index_5540_seed_8981_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13983904141932726, + "vlm_logprob": -0.13983904141932726, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.13983904141932726, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07572229951620102 + ], + "opposite_logprob_tokens": [ + -2.7007222175598145 + ], + "logprob_reward": -0.07572229951620102, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07572229951620102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22209909558296204, + 0.0446430929005146, + 0.04618823155760765, + 0.017126038670539856, + 0.021804755553603172, + 0.042926035821437836, + 0.0609918050467968, + 0.03752858564257622, + 0.45495501160621643, + 0.05173735320568085 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.07572229951620102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421316433697939 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.01421316433697939, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421316433697939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11287187039852142, + 0.021196212619543076, + 0.0136320935562253, + 0.06248052790760994, + 0.027472661808133125, + 0.02770635485649109, + 0.03175496682524681, + 0.031918201595544815, + 0.5872102975845337, + 0.08375683426856995 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.01421316433697939 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541474774479866 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541474774479866, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541474774479866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1934526562690735, + 0.07708851993083954, + 0.049040768295526505, + 0.03707718849182129, + 0.03661670163273811, + 0.08055811375379562, + 0.05029623582959175, + 0.08721110224723816, + 0.2533840835094452, + 0.1352747082710266 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.012541474774479866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761315226554871 + ], + "opposite_logprob_tokens": [ + -0.8261315226554871 + ], + "logprob_reward": -0.5761315226554871, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761315226554871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17136813700199127, + 0.09874828904867172, + 0.0659378245472908, + 0.05811193957924843, + 0.1245775893330574, + 0.07581543922424316, + 0.049349356442689896, + 0.05833467096090317, + 0.12663760781288147, + 0.17111921310424805 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.5761315226554871 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058674581348896 + ], + "opposite_logprob_tokens": [ + -3.8955867290496826 + ], + "logprob_reward": -0.02058674581348896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058674581348896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08796979486942291, + 0.031070705503225327, + 0.023039020597934723, + 0.03221939876675606, + 0.028818286955356598, + 0.024990050122141838, + 0.021789545193314552, + 0.057539839297533035, + 0.31288450956344604, + 0.3796788156032562 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.02058674581348896 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In vibrant Disney Pixar style, a medium shot, at eye level, remains momentarily static, focusing on a remarkably fluffy ginger cat crouching low on a polished hardwood floor. With thick, soft orange fur punctuated by subtle, light-colored tabby stripes, the cat is a ball of energy. Its large, shimmering emerald eyes, pupils dilated in pure playful mischief, stare at a tall scratching post studded with scissors. Its body tenses for the attack, whiskers jutting forward, the tip of its bushy tail twitching almost imperceptibly. The scene is bathed in warm, soft sunlight, streaming through an unseen window, creating a gentle glow on the cat's fur and casting soft shadows against the cozy, out-of-focus living room backdrop. Just as it raises its front paws, its pearly white claws swiftly and decisively emerging from the soft pads, the camera executes a sudden, sharp jerk, perfectly mimicking the explosive forward thrust of an attack, capturing the peak moment of vibrant, effortless chaos.", + "seed": 8982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_15/index_5540_seed_8982_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.30247423574328425, + "vlm_logprob": -0.30247423574328425, + "vlm_yes_no_margin": 1.924999976158142, + "vlm_token_credit": -0.30247423574328425, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16507352888584137 + ], + "opposite_logprob_tokens": [ + -1.9150735139846802 + ], + "logprob_reward": -0.16507352888584137, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16507352888584137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21732592582702637, + 0.1792336106300354, + 0.10635256767272949, + 0.07120592892169952, + 0.02559719793498516, + 0.016902366653084755, + 0.0585186630487442, + 0.05269867181777954, + 0.038301020860672, + 0.23386403918266296 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.16507352888584137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033719997853040695 + ], + "opposite_logprob_tokens": [ + -3.408720016479492 + ], + "logprob_reward": -0.033719997853040695, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033719997853040695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02935434691607952, + 0.23573121428489685, + 0.08016480505466461, + 0.2605873942375183, + 0.02816823497414589, + 0.014989719726145267, + 0.12637609243392944, + 0.015970533713698387, + 0.08936146646738052, + 0.11929620057344437 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.033719997853040695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369775414466858 + ], + "opposite_logprob_tokens": [ + -3.4086978435516357 + ], + "logprob_reward": -0.03369775414466858, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369775414466858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10342393815517426, + 0.19209060072898865, + 0.16579093039035797, + 0.3514708876609802, + 0.04042627662420273, + 0.024625301361083984, + 0.026152051985263824, + 0.02895442210137844, + 0.03338572755455971, + 0.03367988392710686 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.03369775414466858 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137052059173584 + ], + "opposite_logprob_tokens": [ + -0.3870520293712616 + ], + "logprob_reward": -1.137052059173584, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137052059173584, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06063901633024216, + 0.3391627073287964, + 0.02090494893491268, + 0.12128773331642151, + 0.04719603806734085, + 0.021086150780320168, + 0.0214515570551157, + 0.027513517066836357, + 0.04528164118528366, + 0.2954767048358917 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -1.137052059173584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428278386592865 + ], + "opposite_logprob_tokens": [ + -2.0178277492523193 + ], + "logprob_reward": -0.1428278386592865, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428278386592865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04906997084617615, + 0.2799396216869354, + 0.19631269574165344, + 0.015476595610380173, + 0.0162532739341259, + 0.011923209764063358, + 0.0076751261949539185, + 0.04108866676688194, + 0.16436904668807983, + 0.21789178252220154 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.1428278386592865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In vibrant Disney Pixar style, a medium shot, at eye level, remains momentarily static, focusing on a remarkably fluffy ginger cat crouching low on a polished hardwood floor. With thick, soft orange fur punctuated by subtle, light-colored tabby stripes, the cat is a ball of energy. Its large, shimmering emerald eyes, pupils dilated in pure playful mischief, stare at a tall scratching post studded with scissors. Its body tenses for the attack, whiskers jutting forward, the tip of its bushy tail twitching almost imperceptibly. The scene is bathed in warm, soft sunlight, streaming through an unseen window, creating a gentle glow on the cat's fur and casting soft shadows against the cozy, out-of-focus living room backdrop. Just as it raises its front paws, its pearly white claws swiftly and decisively emerging from the soft pads, the camera executes a sudden, sharp jerk, perfectly mimicking the explosive forward thrust of an attack, capturing the peak moment of vibrant, effortless chaos.", + "seed": 8983, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_15/index_5540_seed_8983_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12417403254657984, + "vlm_logprob": -0.12417403254657984, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.12417403254657984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05844506621360779 + ], + "opposite_logprob_tokens": [ + -2.9334449768066406 + ], + "logprob_reward": -0.05844506621360779, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05844506621360779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.142899289727211, + 0.01831704191863537, + 0.01876799762248993, + 0.03431077301502228, + 0.028746990486979485, + 0.012330237776041031, + 0.07485175132751465, + 0.028240352869033813, + 0.4842127561569214, + 0.15732280910015106 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.05844506621360779 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820029877126217 + ], + "opposite_logprob_tokens": [ + -4.018200397491455 + ], + "logprob_reward": -0.01820029877126217, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820029877126217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037537746131420135, + 0.02308119460940361, + 0.04087386652827263, + 0.02496466599404812, + 0.014900184236466885, + 0.029543140903115273, + 0.01951952651143074, + 0.0631999596953392, + 0.6917073726654053, + 0.054672375321388245 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.01820029877126217 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067370180040597916 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.0067370180040597916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067370180040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2811538875102997, + 0.034867528825998306, + 0.03646710142493248, + 0.04898720234632492, + 0.03288399055600166, + 0.015036499127745628, + 0.09450060874223709, + 0.0476965568959713, + 0.3167687654495239, + 0.09163795411586761 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0067370180040597916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232923626899719 + ], + "opposite_logprob_tokens": [ + -0.8982923626899719 + ], + "logprob_reward": -0.5232923626899719, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232923626899719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03428532928228378, + 0.014673927798867226, + 0.03262969106435776, + 0.014901598915457726, + 0.01853501982986927, + 0.009316769428551197, + 0.016939742490649223, + 0.08797856420278549, + 0.6652050018310547, + 0.10553435981273651 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.5232923626899719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195417053997517 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195417053997517, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195417053997517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027353817597031593, + 0.01028263196349144, + 0.024849262088537216, + 0.013866436667740345, + 0.01903487741947174, + 0.02075953222811222, + 0.027229323983192444, + 0.0564873144030571, + 0.5667192935943604, + 0.2334176003932953 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.014195417053997517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In vibrant Disney Pixar style, a medium shot, at eye level, remains momentarily static, focusing on a remarkably fluffy ginger cat crouching low on a polished hardwood floor. With thick, soft orange fur punctuated by subtle, light-colored tabby stripes, the cat is a ball of energy. Its large, shimmering emerald eyes, pupils dilated in pure playful mischief, stare at a tall scratching post studded with scissors. Its body tenses for the attack, whiskers jutting forward, the tip of its bushy tail twitching almost imperceptibly. The scene is bathed in warm, soft sunlight, streaming through an unseen window, creating a gentle glow on the cat's fur and casting soft shadows against the cozy, out-of-focus living room backdrop. Just as it raises its front paws, its pearly white claws swiftly and decisively emerging from the soft pads, the camera executes a sudden, sharp jerk, perfectly mimicking the explosive forward thrust of an attack, capturing the peak moment of vibrant, effortless chaos.", + "seed": 8984, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_15/index_5540_seed_8984_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18978742621839045, + "vlm_logprob": -0.18978742621839045, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.18978742621839045, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043910861015319824 + ], + "opposite_logprob_tokens": [ + -3.2939109802246094 + ], + "logprob_reward": -0.043910861015319824, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.043910861015319824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24867494404315948, + 0.09705409407615662, + 0.05595611780881882, + 0.04477321356534958, + 0.018830107524991035, + 0.047320302575826645, + 0.027806054800748825, + 0.028228694573044777, + 0.1982470005750656, + 0.2331094890832901 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.043910861015319824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304611444473267 + ], + "opposite_logprob_tokens": [ + -3.7733047008514404 + ], + "logprob_reward": -0.023304611444473267, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304611444473267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08817239105701447, + 0.03923832252621651, + 0.024799587205052376, + 0.025685016065835953, + 0.02415887825191021, + 0.03700144961476326, + 0.026009084656834602, + 0.035813089460134506, + 0.5409533381462097, + 0.15816886723041534 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.023304611444473267 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539708986878395 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539708986878395, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539708986878395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10508032143115997, + 0.05572919547557831, + 0.040630780160427094, + 0.048616182059049606, + 0.029218683019280434, + 0.01992673985660076, + 0.015511883422732353, + 0.02273399755358696, + 0.5440223813056946, + 0.11852981150150299 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.012539708986878395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261122703552246 + ], + "opposite_logprob_tokens": [ + -0.5761122703552246 + ], + "logprob_reward": -0.8261122703552246, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261122703552246, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16548803448677063, + 0.13629786670207977, + 0.1120758056640625, + 0.05172954499721527, + 0.08106766641139984, + 0.03287874162197113, + 0.045041825622320175, + 0.05290262773633003, + 0.17565709352493286, + 0.14686070382595062 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.8261122703552246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with vibrant Disney Pixar animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene shot as a medium shot at eye level that remains momentarily static before moving?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a fluffy ginger cat with light-colored tabby stripes and emerald eyes visible crouching on a polished hardwood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tall scratching post studded with scissors visible in front of the cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a sudden, sharp jerk mimicking an explosive forward thrust as the cat raises its paws?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306967929005623 + ], + "opposite_logprob_tokens": [ + -3.16806960105896 + ], + "logprob_reward": -0.04306967929005623, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306967929005623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045601606369018555, + 0.030316026881337166, + 0.034396737813949585, + 0.02132364735007286, + 0.026533158496022224, + 0.020683446899056435, + 0.02108820155262947, + 0.06616786867380142, + 0.46635571122169495, + 0.26753365993499756 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.04306967929005623 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_2/index_tensor([4482, 4482])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_2/index_tensor([4482, 4482])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..80520c940d0fdf0c317505542dc8a62659851744 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_2/index_tensor([4482, 4482])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "photorealistic 4K high-fidelity video begins with a static, locked-on close-up, maintaining sharp, unwavering focus on two subjects perfectly centered in the frame. In the foreground, a plump, ripe red tomato rests on a light-grained wooden cutting board; its vibrant scarlet skin is taut, subtly lustrous, and punctuated by tiny, natural imperfections that attest to its authenticity. The board itself displays faint, crisscrossing knife marks from frequent use, its matte texture contrasting sharply with the tomato's smooth surface. A small, partially obscured Pikachu plush toy lies directly behind the tomato, its soft, furry, bright yellow fabric providing textural contrast; its signature long ears, tipped with black, and a round, black button-eye, peek out from behind the fruit. The scene is set in a well-lit kitchen, bathed in a bright, even, diffuse, neutral white light that casts soft, subtle shadows and meticulously defines each object's form. The composition emphasizes surreal physical textures—from the waxy skin of a tomato to the fibrous weave of a plum—and their gentle interplay of shadows across the wooden surface, all contrasted against a clean, neutral white background to create a quiet, focused, and visually rich still life.", + "seed": 4896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_2/index_4482_seed_4896_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018784595443867146, + "vlm_logprob": -0.018784595443867146, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.018784595443867146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013106813421472907 + ], + "opposite_logprob_tokens": [ + -7.8763108253479 + ], + "logprob_reward": -0.0013106813421472907, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0013106813421472907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16285189986228943, + 0.03537592664361, + 0.05033720284700394, + 0.051048099994659424, + 0.06064826622605324, + 0.04348433390259743, + 0.048382051289081573, + 0.04100191593170166, + 0.45215117931365967, + 0.05471920967102051 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.0013106813421472907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007649770472198725 + ], + "opposite_logprob_tokens": [ + -4.882649898529053 + ], + "logprob_reward": -0.007649770472198725, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007649770472198725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13780143857002258, + 0.08884093165397644, + 0.1202448308467865, + 0.10604986548423767, + 0.04186146706342697, + 0.058726899325847626, + 0.02355349436402321, + 0.02668059431016445, + 0.3552553355693817, + 0.04098508134484291 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.007649770472198725 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288190364837646 + ], + "opposite_logprob_tokens": [ + -3.7732882499694824 + ], + "logprob_reward": -0.023288190364837646, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288190364837646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07914409786462784, + 0.037049148231744766, + 0.026304680854082108, + 0.04575938358902931, + 0.046748947352170944, + 0.015036116354167461, + 0.040708597749471664, + 0.030415693297982216, + 0.6594997048377991, + 0.01933368109166622 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.023288190364837646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731097586452961 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006731097586452961, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731097586452961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08571849018335342, + 0.05467543751001358, + 0.02229292504489422, + 0.016213377937674522, + 0.0230144951492548, + 0.008445953018963337, + 0.01964145340025425, + 0.011374698020517826, + 0.7435012459754944, + 0.015121969394385815 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.006731097586452961 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494323745369911 + ], + "opposite_logprob_tokens": [ + -2.929943323135376 + ], + "logprob_reward": -0.05494323745369911, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494323745369911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022274848073720932, + 0.010557825677096844, + 0.019288240000605583, + 0.013321240432560444, + 0.015274266712367535, + 0.008221986703574657, + 0.02490733563899994, + 0.018716635182499886, + 0.8533021807670593, + 0.014135388657450676 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.05494323745369911 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "photorealistic 4K high-fidelity video begins with a static, locked-on close-up, maintaining sharp, unwavering focus on two subjects perfectly centered in the frame. In the foreground, a plump, ripe red tomato rests on a light-grained wooden cutting board; its vibrant scarlet skin is taut, subtly lustrous, and punctuated by tiny, natural imperfections that attest to its authenticity. The board itself displays faint, crisscrossing knife marks from frequent use, its matte texture contrasting sharply with the tomato's smooth surface. A small, partially obscured Pikachu plush toy lies directly behind the tomato, its soft, furry, bright yellow fabric providing textural contrast; its signature long ears, tipped with black, and a round, black button-eye, peek out from behind the fruit. The scene is set in a well-lit kitchen, bathed in a bright, even, diffuse, neutral white light that casts soft, subtle shadows and meticulously defines each object's form. The composition emphasizes surreal physical textures—from the waxy skin of a tomato to the fibrous weave of a plum—and their gentle interplay of shadows across the wooden surface, all contrasted against a clean, neutral white background to create a quiet, focused, and visually rich still life.", + "seed": 4897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_2/index_4482_seed_4897_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009798105095978827, + "vlm_logprob": -0.009798105095978827, + "vlm_yes_no_margin": 5.625, + "vlm_token_credit": -0.009798105095978827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016213617054745555 + ], + "opposite_logprob_tokens": [ + -7.751621246337891 + ], + "logprob_reward": -0.0016213617054745555, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0016213617054745555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12827205657958984, + 0.11408457905054092, + 0.08757039159536362, + 0.019248757511377335, + 0.07057539373636246, + 0.10107327252626419, + 0.2324180155992508, + 0.05706493556499481, + 0.08818221837282181, + 0.10151036083698273 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0016213617054745555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009302341495640576 + ], + "opposite_logprob_tokens": [ + -7.000930309295654 + ], + "logprob_reward": -0.0009302341495640576, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009302341495640576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07505851984024048, + 0.11701023578643799, + 0.03626764193177223, + 0.022996926680207253, + 0.14434409141540527, + 0.1656549721956253, + 0.2525975704193115, + 0.1235305517911911, + 0.028958162292838097, + 0.03358127549290657 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.0009302341495640576 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981104888021946 + ], + "opposite_logprob_tokens": [ + -3.529811143875122 + ], + "logprob_reward": -0.02981104888021946, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981104888021946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09568663686513901, + 0.023251036182045937, + 0.06281952559947968, + 0.023720500990748405, + 0.02573300339281559, + 0.10282690078020096, + 0.35684579610824585, + 0.2634701430797577, + 0.023627938702702522, + 0.02201847918331623 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.02981104888021946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091820679605007 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091820679605007, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091820679605007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14208683371543884, + 0.06618520617485046, + 0.0676627904176712, + 0.02987442910671234, + 0.05703042820096016, + 0.05312352627515793, + 0.20613110065460205, + 0.2534005343914032, + 0.0864921435713768, + 0.03801298886537552 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.004091820679605007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536060065031052 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536060065031052, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536060065031052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1242634728550911, + 0.08156231790781021, + 0.17604662477970123, + 0.06705320626497269, + 0.053668711334466934, + 0.12982191145420074, + 0.08419673889875412, + 0.10024195909500122, + 0.11940238624811172, + 0.06374267488718033 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.012536060065031052 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "photorealistic 4K high-fidelity video begins with a static, locked-on close-up, maintaining sharp, unwavering focus on two subjects perfectly centered in the frame. In the foreground, a plump, ripe red tomato rests on a light-grained wooden cutting board; its vibrant scarlet skin is taut, subtly lustrous, and punctuated by tiny, natural imperfections that attest to its authenticity. The board itself displays faint, crisscrossing knife marks from frequent use, its matte texture contrasting sharply with the tomato's smooth surface. A small, partially obscured Pikachu plush toy lies directly behind the tomato, its soft, furry, bright yellow fabric providing textural contrast; its signature long ears, tipped with black, and a round, black button-eye, peek out from behind the fruit. The scene is set in a well-lit kitchen, bathed in a bright, even, diffuse, neutral white light that casts soft, subtle shadows and meticulously defines each object's form. The composition emphasizes surreal physical textures—from the waxy skin of a tomato to the fibrous weave of a plum—and their gentle interplay of shadows across the wooden surface, all contrasted against a clean, neutral white background to create a quiet, focused, and visually rich still life.", + "seed": 4898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_2/index_4482_seed_4898_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.011998211732134223, + "vlm_logprob": -0.011998211732134223, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.011998211732134223, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013563965912908316 + ], + "opposite_logprob_tokens": [ + -7.251356601715088 + ], + "logprob_reward": -0.0013563965912908316, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0013563965912908316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13163824379444122, + 0.1407599002122879, + 0.09499470144510269, + 0.04334209859371185, + 0.04711773619055748, + 0.07233351469039917, + 0.054754313081502914, + 0.10560446232557297, + 0.27252212166786194, + 0.036932870745658875 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0013563965912908316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011932880152016878 + ], + "opposite_logprob_tokens": [ + -6.751193523406982 + ], + "logprob_reward": -0.0011932880152016878, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011932880152016878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10035087913274765, + 0.046016812324523926, + 0.05053325742483139, + 0.05189945921301842, + 0.06493393331766129, + 0.11136604100465775, + 0.1998017430305481, + 0.2570277452468872, + 0.08160876482725143, + 0.03646136820316315 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.0011932880152016878 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867555946111679 + ], + "opposite_logprob_tokens": [ + -3.048675537109375 + ], + "logprob_reward": -0.04867555946111679, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867555946111679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29202374815940857, + 0.1167939156293869, + 0.06655779480934143, + 0.046588264405727386, + 0.06781374663114548, + 0.03578481078147888, + 0.15152378380298615, + 0.06264778226613998, + 0.11052276194095612, + 0.0497434176504612 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.04867555946111679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028178293723613024 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028178293723613024, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028178293723613024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3542208969593048, + 0.0720403641462326, + 0.05113091319799423, + 0.0391390435397625, + 0.06969209015369415, + 0.07657939940690994, + 0.0825902670621872, + 0.1238049566745758, + 0.05242334306240082, + 0.07837873697280884 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0028178293723613024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947985220700502 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947985220700502, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947985220700502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24092043936252594, + 0.080752894282341, + 0.06296057999134064, + 0.0753619596362114, + 0.07889667898416519, + 0.09284873306751251, + 0.12600676715373993, + 0.08516855537891388, + 0.1365671157836914, + 0.020516306161880493 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.005947985220700502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "photorealistic 4K high-fidelity video begins with a static, locked-on close-up, maintaining sharp, unwavering focus on two subjects perfectly centered in the frame. In the foreground, a plump, ripe red tomato rests on a light-grained wooden cutting board; its vibrant scarlet skin is taut, subtly lustrous, and punctuated by tiny, natural imperfections that attest to its authenticity. The board itself displays faint, crisscrossing knife marks from frequent use, its matte texture contrasting sharply with the tomato's smooth surface. A small, partially obscured Pikachu plush toy lies directly behind the tomato, its soft, furry, bright yellow fabric providing textural contrast; its signature long ears, tipped with black, and a round, black button-eye, peek out from behind the fruit. The scene is set in a well-lit kitchen, bathed in a bright, even, diffuse, neutral white light that casts soft, subtle shadows and meticulously defines each object's form. The composition emphasizes surreal physical textures—from the waxy skin of a tomato to the fibrous weave of a plum—and their gentle interplay of shadows across the wooden surface, all contrasted against a clean, neutral white background to create a quiet, focused, and visually rich still life.", + "seed": 4899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_2/index_4482_seed_4899_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006497448310256004, + "vlm_logprob": -0.006497448310256004, + "vlm_yes_no_margin": 5.875, + "vlm_token_credit": -0.006497448310256004, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00221234024502337 + ], + "opposite_logprob_tokens": [ + -7.6272125244140625 + ], + "logprob_reward": -0.00221234024502337, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.00221234024502337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1433144062757492, + 0.099132239818573, + 0.03950914368033409, + 0.1094287559390068, + 0.05814548209309578, + 0.0681835189461708, + 0.1795000284910202, + 0.14989374577999115, + 0.0931735560297966, + 0.05971909314393997 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.00221234024502337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009324969723820686 + ], + "opposite_logprob_tokens": [ + -7.000932693481445 + ], + "logprob_reward": -0.0009324969723820686, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009324969723820686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23544809222221375, + 0.08786211907863617, + 0.07591580599546432, + 0.299770712852478, + 0.0585259348154068, + 0.03880833834409714, + 0.036737702786922455, + 0.04722180962562561, + 0.08074349164962769, + 0.03896595537662506 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0009324969723820686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607634499669075 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607634499669075, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607634499669075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2838377356529236, + 0.10501189529895782, + 0.08688870817422867, + 0.07648506760597229, + 0.06311042606830597, + 0.06374859064817429, + 0.06413860619068146, + 0.17951133847236633, + 0.03352988883852959, + 0.043737735599279404 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01607634499669075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021948551293462515 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021948551293462515, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021948551293462515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2970758080482483, + 0.13453364372253418, + 0.03370099887251854, + 0.10627773404121399, + 0.1438688188791275, + 0.036036167293787, + 0.09775298088788986, + 0.07438330352306366, + 0.029863564297556877, + 0.04650692269206047 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0021948551293462515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a plump, ripe red tomato visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Pikachu plush toy with bright yellow fabric and black-tipped ears visible behind the tomato?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a well-lit kitchen with bright, even, diffuse neutral white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a clean, neutral white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a locked-on close-up framing the two subjects perfectly centered?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071204207837582 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011071204207837582, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071204207837582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12774373590946198, + 0.05565475672483444, + 0.16057336330413818, + 0.23151922225952148, + 0.11794454604387283, + 0.07367241382598877, + 0.04044312238693237, + 0.0762786939740181, + 0.02898024581372738, + 0.08718983083963394 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.011071204207837582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_3/index_tensor([8693, 8693])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_3/index_tensor([8693, 8693])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ef2bf4236131be5cd33c50e38c2bdfbbe884e755 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_3/index_tensor([8693, 8693])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, static shot captured from a high angle captures a lone figure, seemingly dwarfed against a vast, sparsely planted, gray, rocky wasteland. The golden afterglow of the setting sun sweeps across the landscape from a very low angle, elongating the figure's silhouette into a long, solitary shadow. The figure wears a dark brown, weathered hooded windbreaker, and the weight of a hiking backpack weighs heavily on his shoulders. He pauses, as if gathering his strength, then slowly bends his knees, lowering his center of gravity. His movement is steady and weighted, ultimately resting in a half-crouch on the cracked earth. One dark-gloved hand reaches down, seemingly examining something on the ground. The dominant tones of the image are desolate gray and ochre, tinged with a warm, melancholic golden hue by the setting sun, creating an epic atmosphere of desolation and tranquility, profoundly conveying the insignificance and resilience of individuals in the face of the harshness of nature.", + "seed": 5712, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_3/index_8693_seed_5712_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2019788831472397, + "vlm_logprob": -0.2019788831472397, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.2019788831472397, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8989313244819641 + ], + "opposite_logprob_tokens": [ + -0.5239313244819641 + ], + "logprob_reward": -0.8989313244819641, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8989313244819641, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15257953107357025, + 0.10361281037330627, + 0.0327199250459671, + 0.04205131158232689, + 0.023459861055016518, + 0.038241732865571976, + 0.14969004690647125, + 0.03648662939667702, + 0.31714674830436707, + 0.1040114015340805 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.8989313244819641 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332662232220173 + ], + "opposite_logprob_tokens": [ + -3.7733266353607178 + ], + "logprob_reward": -0.02332662232220173, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332662232220173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2040046900510788, + 0.11893575638532639, + 0.045697931200265884, + 0.052869509905576706, + 0.037603724747896194, + 0.04684169963002205, + 0.11177140474319458, + 0.06171424686908722, + 0.19351091980934143, + 0.12705014646053314 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02332662232220173 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307744279503822 + ], + "opposite_logprob_tokens": [ + -3.1680774688720703 + ], + "logprob_reward": -0.04307744279503822, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307744279503822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0939595103263855, + 0.07328842580318451, + 0.027201786637306213, + 0.06463170796632767, + 0.017715878784656525, + 0.0436721108853817, + 0.3613258898258209, + 0.1295674741268158, + 0.17116808891296387, + 0.01746910624206066 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.04307744279503822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359546929597855 + ], + "opposite_logprob_tokens": [ + -3.6513595581054688 + ], + "logprob_reward": -0.026359546929597855, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359546929597855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09017600119113922, + 0.07769730687141418, + 0.04614461958408356, + 0.06651760637760162, + 0.021661318838596344, + 0.05831485614180565, + 0.1804620623588562, + 0.1424066573381424, + 0.2838059067726135, + 0.032813671976327896 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.026359546929597855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199479207396507 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.018199479207396507, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199479207396507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13224096596240997, + 0.11276194453239441, + 0.04890771210193634, + 0.06943709403276443, + 0.043742574751377106, + 0.05947962775826454, + 0.04348284751176834, + 0.07903783023357391, + 0.2896936237812042, + 0.1212158128619194 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.018199479207396507 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, static shot captured from a high angle captures a lone figure, seemingly dwarfed against a vast, sparsely planted, gray, rocky wasteland. The golden afterglow of the setting sun sweeps across the landscape from a very low angle, elongating the figure's silhouette into a long, solitary shadow. The figure wears a dark brown, weathered hooded windbreaker, and the weight of a hiking backpack weighs heavily on his shoulders. He pauses, as if gathering his strength, then slowly bends his knees, lowering his center of gravity. His movement is steady and weighted, ultimately resting in a half-crouch on the cracked earth. One dark-gloved hand reaches down, seemingly examining something on the ground. The dominant tones of the image are desolate gray and ochre, tinged with a warm, melancholic golden hue by the setting sun, creating an epic atmosphere of desolation and tranquility, profoundly conveying the insignificance and resilience of individuals in the face of the harshness of nature.", + "seed": 5713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_3/index_8693_seed_5713_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.031198670342564582, + "vlm_logprob": -0.031198670342564582, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.031198670342564582, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05626457929611206 + ], + "opposite_logprob_tokens": [ + -2.931264638900757 + ], + "logprob_reward": -0.05626457929611206, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05626457929611206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3875260651111603, + 0.09797575324773788, + 0.14856891334056854, + 0.07941748201847076, + 0.03882584720849991, + 0.05972253903746605, + 0.0927528366446495, + 0.03598761558532715, + 0.034444358199834824, + 0.02477860637009144 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05626457929611206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012559369206428528 + ], + "opposite_logprob_tokens": [ + -4.387559413909912 + ], + "logprob_reward": -0.012559369206428528, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012559369206428528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2968054711818695, + 0.0819002240896225, + 0.1635148823261261, + 0.08296693861484528, + 0.019620738923549652, + 0.07226875424385071, + 0.11164294928312302, + 0.09172315150499344, + 0.04502962529659271, + 0.0345272421836853 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.012559369206428528 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549597769975662 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549597769975662, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549597769975662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17455917596817017, + 0.06615456938743591, + 0.07705508917570114, + 0.06689973175525665, + 0.029862405732274055, + 0.08264945447444916, + 0.12814608216285706, + 0.22145824134349823, + 0.06161711737513542, + 0.09159814566373825 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.012549597769975662 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062075622379779816 + ], + "opposite_logprob_tokens": [ + -2.812075614929199 + ], + "logprob_reward": -0.062075622379779816, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062075622379779816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1590585857629776, + 0.06052466854453087, + 0.07081864774227142, + 0.08309705555438995, + 0.041754189878702164, + 0.0852128192782402, + 0.09727244079113007, + 0.2075868397951126, + 0.10717806965112686, + 0.08749670535326004 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.062075622379779816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544183060526848 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544183060526848, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544183060526848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21137379109859467, + 0.07546304166316986, + 0.11635159701108932, + 0.08257176727056503, + 0.05288923159241676, + 0.14560088515281677, + 0.14064371585845947, + 0.0817786157131195, + 0.056659962981939316, + 0.03666742146015167 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.012544183060526848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, static shot captured from a high angle captures a lone figure, seemingly dwarfed against a vast, sparsely planted, gray, rocky wasteland. The golden afterglow of the setting sun sweeps across the landscape from a very low angle, elongating the figure's silhouette into a long, solitary shadow. The figure wears a dark brown, weathered hooded windbreaker, and the weight of a hiking backpack weighs heavily on his shoulders. He pauses, as if gathering his strength, then slowly bends his knees, lowering his center of gravity. His movement is steady and weighted, ultimately resting in a half-crouch on the cracked earth. One dark-gloved hand reaches down, seemingly examining something on the ground. The dominant tones of the image are desolate gray and ochre, tinged with a warm, melancholic golden hue by the setting sun, creating an epic atmosphere of desolation and tranquility, profoundly conveying the insignificance and resilience of individuals in the face of the harshness of nature.", + "seed": 5714, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_3/index_8693_seed_5714_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10525040794163942, + "vlm_logprob": -0.10525040794163942, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.10525040794163942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43030110001564026 + ], + "opposite_logprob_tokens": [ + -1.0553010702133179 + ], + "logprob_reward": -0.43030110001564026, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43030110001564026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3953501284122467, + 0.09936455637216568, + 0.058670926839113235, + 0.03534785658121109, + 0.0824241116642952, + 0.0672680139541626, + 0.0828278586268425, + 0.11397431790828705, + 0.025228533893823624, + 0.03954370319843292 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.43030110001564026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012562193907797337 + ], + "opposite_logprob_tokens": [ + -4.387562274932861 + ], + "logprob_reward": -0.012562193907797337, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012562193907797337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3052297532558441, + 0.04904569312930107, + 0.0783265233039856, + 0.12052536755800247, + 0.052818506956100464, + 0.04028988629579544, + 0.05146670341491699, + 0.11627920717000961, + 0.11314824968576431, + 0.07287014275789261 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.012562193907797337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208580367267132 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208580367267132, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208580367267132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12026384472846985, + 0.09313712269067764, + 0.18952976167201996, + 0.13845452666282654, + 0.028941277414560318, + 0.058446042239665985, + 0.09811271727085114, + 0.10027274489402771, + 0.09624909609556198, + 0.07659297436475754 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.014208580367267132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497663840651512 + ], + "opposite_logprob_tokens": [ + -2.92997670173645 + ], + "logprob_reward": -0.05497663840651512, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497663840651512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10346391797065735, + 0.0954926460981369, + 0.22573447227478027, + 0.08996307104825974, + 0.07222200185060501, + 0.10037937760353088, + 0.0923929288983345, + 0.10075969249010086, + 0.07726171612739563, + 0.04233011603355408 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.05497663840651512 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203527010977268 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203527010977268, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203527010977268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2586651146411896, + 0.09684661030769348, + 0.07606671005487442, + 0.14784830808639526, + 0.159969300031662, + 0.0571729876101017, + 0.048966653645038605, + 0.09039782732725143, + 0.026058170944452286, + 0.03800835460424423 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.014203527010977268 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, static shot captured from a high angle captures a lone figure, seemingly dwarfed against a vast, sparsely planted, gray, rocky wasteland. The golden afterglow of the setting sun sweeps across the landscape from a very low angle, elongating the figure's silhouette into a long, solitary shadow. The figure wears a dark brown, weathered hooded windbreaker, and the weight of a hiking backpack weighs heavily on his shoulders. He pauses, as if gathering his strength, then slowly bends his knees, lowering his center of gravity. His movement is steady and weighted, ultimately resting in a half-crouch on the cracked earth. One dark-gloved hand reaches down, seemingly examining something on the ground. The dominant tones of the image are desolate gray and ochre, tinged with a warm, melancholic golden hue by the setting sun, creating an epic atmosphere of desolation and tranquility, profoundly conveying the insignificance and resilience of individuals in the face of the harshness of nature.", + "seed": 5715, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_3/index_8693_seed_5715_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06883663963526487, + "vlm_logprob": -0.06883663963526487, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.06883663963526487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28517672419548035 + ], + "opposite_logprob_tokens": [ + -1.4101767539978027 + ], + "logprob_reward": -0.28517672419548035, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28517672419548035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39546695351600647, + 0.17650280892848969, + 0.06494465470314026, + 0.05596623569726944, + 0.04202810302376747, + 0.06039205193519592, + 0.03521447628736496, + 0.056314416229724884, + 0.0674096941947937, + 0.045760639011859894 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.28517672419548035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008662385866045952 + ], + "opposite_logprob_tokens": [ + -4.758662223815918 + ], + "logprob_reward": -0.008662385866045952, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008662385866045952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1227896437048912, + 0.42929914593696594, + 0.15576575696468353, + 0.021630963310599327, + 0.034410569816827774, + 0.02698310650885105, + 0.061265796422958374, + 0.04364435002207756, + 0.05352027341723442, + 0.050690457224845886 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.008662385866045952 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142059950158 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142059950158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142059950158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25016137957572937, + 0.07789622992277145, + 0.1823822408914566, + 0.035184938460588455, + 0.031150221824645996, + 0.02983221225440502, + 0.0417696088552475, + 0.07457330822944641, + 0.037505876272916794, + 0.23954394459724426 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0142059950158 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635420672595501 + ], + "opposite_logprob_tokens": [ + -3.6513543128967285 + ], + "logprob_reward": -0.02635420672595501, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635420672595501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15473076701164246, + 0.03933601826429367, + 0.17450980842113495, + 0.03935081139206886, + 0.02988695725798607, + 0.07873843610286713, + 0.03656371682882309, + 0.12556786835193634, + 0.1214442029595375, + 0.19987134635448456 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.02635420672595501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a high angle showing a lone figure in a vast, gray, rocky wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a dark brown, weathered hooded windbreaker and carrying a hiking backpack?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure perform the action of bending knees to lower their center of gravity and rest in a half-crouch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a dark-gloved hand reach down to examine something on the cracked earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a golden afterglow from a low-angle setting sun, creating long shadows and a desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978388637304306 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.00978388637304306, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978388637304306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18519029021263123, + 0.3092632591724396, + 0.25176581740379333, + 0.02473473735153675, + 0.03188909590244293, + 0.044386379420757294, + 0.016941506415605545, + 0.026698442175984383, + 0.04332781210541725, + 0.06580262631177902 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.00978388637304306 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_4/index_tensor([6191, 6191])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_4/index_tensor([6191, 6191])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3aa28fe039aee7d74059374a528e03a7f45b324f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_4/index_tensor([6191, 6191])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, close-up tracking shot, panning steadily to the right, closely follows a mottled mural painted on a damp, water-stained, rough concrete wall deep within an abandoned subway tunnel. The mural features a simplified human figure, outlined in faded ochre and charcoal black. Its form is distorted and elongated, its surface riddled with fine cracks and patches of flaking. A harsh, cold, white searchlight, emanating from outside the frame, strikes the wall at a sharp angle, piercing through the thick, white simulated smoke that slowly swirls in the air. The light not only highlights the wall's every uneven texture, but also accentuates the mural's texture. Under the gaze of the camera, this human-shaped pattern, which should have been still, is strangely moving autonomously in an incoherent, twitching manner similar to stop-motion animation. It slides horizontally along the wall, and its paint edges seem to dissolve and re-solidify in front, driving tiny concrete fragments and dried paint powder to fall. The whole picture, with its cold tones, creates a strong sense of supernatural suspense and an unsettling claustrophobic atmosphere.", + "seed": 10834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_4/index_6191_seed_10834_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014537772536277771, + "vlm_logprob": -0.014537772536277771, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.014537772536277771, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012001330964267254 + ], + "opposite_logprob_tokens": [ + -4.5120015144348145 + ], + "logprob_reward": -0.012001330964267254, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012001330964267254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09598716348409653, + 0.2899170517921448, + 0.054868873208761215, + 0.0879298597574234, + 0.1188906580209732, + 0.16262303292751312, + 0.0845094621181488, + 0.041579827666282654, + 0.02182898484170437, + 0.04186512157320976 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.012001330964267254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022104373201727867 + ], + "opposite_logprob_tokens": [ + -6.12721061706543 + ], + "logprob_reward": -0.0022104373201727867, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022104373201727867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17400993406772614, + 0.16139936447143555, + 0.1629083752632141, + 0.19789454340934753, + 0.07084911316633224, + 0.04196179658174515, + 0.04228504002094269, + 0.022632185369729996, + 0.08554669469594955, + 0.04051301255822182 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0022104373201727867 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022023487836122513 + ], + "opposite_logprob_tokens": [ + -6.12720251083374 + ], + "logprob_reward": -0.0022023487836122513, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022023487836122513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09744895249605179, + 0.19575446844100952, + 0.13897906243801117, + 0.09667064994573593, + 0.1391814947128296, + 0.020593514665961266, + 0.037340547889471054, + 0.03755843639373779, + 0.20600810647010803, + 0.030464695766568184 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.0022023487836122513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181920051574707 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181920051574707, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181920051574707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08049604296684265, + 0.19733436405658722, + 0.09677600860595703, + 0.20653146505355835, + 0.06219709292054176, + 0.03250940144062042, + 0.025781305506825447, + 0.028926461935043335, + 0.22347448766231537, + 0.04597340524196625 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.018181920051574707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038092825561761856 + ], + "opposite_logprob_tokens": [ + -3.288092851638794 + ], + "logprob_reward": -0.038092825561761856, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038092825561761856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09775502979755402, + 0.10190244019031525, + 0.053342387080192566, + 0.045942310243844986, + 0.05533447489142418, + 0.021687259897589684, + 0.3212362229824066, + 0.115394726395607, + 0.145933136343956, + 0.04147203639149666 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.038092825561761856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up tracking shot, panning steadily to the right, closely follows a mottled mural painted on a damp, water-stained, rough concrete wall deep within an abandoned subway tunnel. The mural features a simplified human figure, outlined in faded ochre and charcoal black. Its form is distorted and elongated, its surface riddled with fine cracks and patches of flaking. A harsh, cold, white searchlight, emanating from outside the frame, strikes the wall at a sharp angle, piercing through the thick, white simulated smoke that slowly swirls in the air. The light not only highlights the wall's every uneven texture, but also accentuates the mural's texture. Under the gaze of the camera, this human-shaped pattern, which should have been still, is strangely moving autonomously in an incoherent, twitching manner similar to stop-motion animation. It slides horizontally along the wall, and its paint edges seem to dissolve and re-solidify in front, driving tiny concrete fragments and dried paint powder to fall. The whole picture, with its cold tones, creates a strong sense of supernatural suspense and an unsettling claustrophobic atmosphere.", + "seed": 10835, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_4/index_6191_seed_10835_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024692866252735257, + "vlm_logprob": -0.024692866252735257, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.024692866252735257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01212417520582676 + ], + "opposite_logprob_tokens": [ + -4.512124061584473 + ], + "logprob_reward": -0.01212417520582676, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01212417520582676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07502838969230652, + 0.05785353109240532, + 0.05761326849460602, + 0.07240261137485504, + 0.16372163593769073, + 0.08990191668272018, + 0.052475713193416595, + 0.13396160304546356, + 0.10490857809782028, + 0.19213272631168365 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.01212417520582676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028334015514701605 + ], + "opposite_logprob_tokens": [ + -5.877833366394043 + ], + "logprob_reward": -0.0028334015514701605, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028334015514701605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057005252689123154, + 0.0639728233218193, + 0.04894738644361496, + 0.22022680938243866, + 0.054110556840896606, + 0.12789401412010193, + 0.075900137424469, + 0.07029832154512405, + 0.14488886296749115, + 0.13675585389137268 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.0028334015514701605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319886626675725 + ], + "opposite_logprob_tokens": [ + -5.753199100494385 + ], + "logprob_reward": -0.00319886626675725, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319886626675725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06600268185138702, + 0.06234434247016907, + 0.07777547091245651, + 0.08531378209590912, + 0.09473590552806854, + 0.13845711946487427, + 0.1420103758573532, + 0.08982127904891968, + 0.07037805765867233, + 0.17316100001335144 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.00319886626675725 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896587252616882 + ], + "opposite_logprob_tokens": [ + -2.578965902328491 + ], + "logprob_reward": -0.07896587252616882, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896587252616882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07927080243825912, + 0.04203183576464653, + 0.05884353816509247, + 0.11076602339744568, + 0.06583815068006516, + 0.13003134727478027, + 0.23806288838386536, + 0.10284930467605591, + 0.06122267618775368, + 0.11108346283435822 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.07896587252616882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342015713453293 + ], + "opposite_logprob_tokens": [ + -3.6513419151306152 + ], + "logprob_reward": -0.026342015713453293, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342015713453293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12956427037715912, + 0.11703681200742722, + 0.07844848930835724, + 0.12087129801511765, + 0.06175149977207184, + 0.06539925932884216, + 0.06207871064543724, + 0.06303289532661438, + 0.12630312144756317, + 0.1755136400461197 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.026342015713453293 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up tracking shot, panning steadily to the right, closely follows a mottled mural painted on a damp, water-stained, rough concrete wall deep within an abandoned subway tunnel. The mural features a simplified human figure, outlined in faded ochre and charcoal black. Its form is distorted and elongated, its surface riddled with fine cracks and patches of flaking. A harsh, cold, white searchlight, emanating from outside the frame, strikes the wall at a sharp angle, piercing through the thick, white simulated smoke that slowly swirls in the air. The light not only highlights the wall's every uneven texture, but also accentuates the mural's texture. Under the gaze of the camera, this human-shaped pattern, which should have been still, is strangely moving autonomously in an incoherent, twitching manner similar to stop-motion animation. It slides horizontally along the wall, and its paint edges seem to dissolve and re-solidify in front, driving tiny concrete fragments and dried paint powder to fall. The whole picture, with its cold tones, creates a strong sense of supernatural suspense and an unsettling claustrophobic atmosphere.", + "seed": 10836, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_4/index_6191_seed_10836_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01579779728781432, + "vlm_logprob": -0.01579779728781432, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.01579779728781432, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01726139336824417 + ], + "opposite_logprob_tokens": [ + -4.142261505126953 + ], + "logprob_reward": -0.01726139336824417, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01726139336824417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26283130049705505, + 0.034663546830415726, + 0.019462743774056435, + 0.014795997180044651, + 0.08056027442216873, + 0.020596113055944443, + 0.46453747153282166, + 0.02488357573747635, + 0.036525312811136246, + 0.041143640875816345 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.01726139336824417 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001347468001767993 + ], + "opposite_logprob_tokens": [ + -6.626347541809082 + ], + "logprob_reward": -0.001347468001767993, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001347468001767993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3258861005306244, + 0.08675653487443924, + 0.0945562794804573, + 0.02555115334689617, + 0.08158574998378754, + 0.05276244878768921, + 0.2465488314628601, + 0.03303995355963707, + 0.028957949951291084, + 0.024355050176382065 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.001347468001767993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017174031818285584 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017174031818285584, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017174031818285584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3238309323787689, + 0.16369716823101044, + 0.10752090811729431, + 0.02969151921570301, + 0.08157768100500107, + 0.05394403636455536, + 0.15458719432353973, + 0.019970577210187912, + 0.029532114043831825, + 0.03564785420894623 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0017174031818285584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038088005036115646 + ], + "opposite_logprob_tokens": [ + -3.288088083267212 + ], + "logprob_reward": -0.038088005036115646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038088005036115646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05089506506919861, + 0.10158194601535797, + 0.2570524513721466, + 0.17284725606441498, + 0.10235860198736191, + 0.08569153398275375, + 0.12642145156860352, + 0.04573545604944229, + 0.029687626287341118, + 0.027728566899895668 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.038088005036115646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574716851115227 + ], + "opposite_logprob_tokens": [ + -3.8955748081207275 + ], + "logprob_reward": -0.020574716851115227, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574716851115227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.101206935942173, + 0.06701476871967316, + 0.0532003715634346, + 0.15176860988140106, + 0.07786201685667038, + 0.05873492732644081, + 0.38196468353271484, + 0.03000444732606411, + 0.018974389880895615, + 0.05926882475614548 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.020574716851115227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up tracking shot, panning steadily to the right, closely follows a mottled mural painted on a damp, water-stained, rough concrete wall deep within an abandoned subway tunnel. The mural features a simplified human figure, outlined in faded ochre and charcoal black. Its form is distorted and elongated, its surface riddled with fine cracks and patches of flaking. A harsh, cold, white searchlight, emanating from outside the frame, strikes the wall at a sharp angle, piercing through the thick, white simulated smoke that slowly swirls in the air. The light not only highlights the wall's every uneven texture, but also accentuates the mural's texture. Under the gaze of the camera, this human-shaped pattern, which should have been still, is strangely moving autonomously in an incoherent, twitching manner similar to stop-motion animation. It slides horizontally along the wall, and its paint edges seem to dissolve and re-solidify in front, driving tiny concrete fragments and dried paint powder to fall. The whole picture, with its cold tones, creates a strong sense of supernatural suspense and an unsettling claustrophobic atmosphere.", + "seed": 10837, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_4/index_6191_seed_10837_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023912890115752816, + "vlm_logprob": -0.023912890115752816, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.023912890115752816, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036175403743982315 + ], + "opposite_logprob_tokens": [ + -3.411175489425659 + ], + "logprob_reward": -0.036175403743982315, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036175403743982315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0822220891714096, + 0.0683429166674614, + 0.08417993038892746, + 0.10041055083274841, + 0.10548968613147736, + 0.061556585133075714, + 0.26400095224380493, + 0.10177935659885406, + 0.09599223732948303, + 0.036025676876306534 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.036175403743982315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004657017532736063 + ], + "opposite_logprob_tokens": [ + -5.379656791687012 + ], + "logprob_reward": -0.004657017532736063, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004657017532736063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05965041369199753, + 0.09300219267606735, + 0.1306600570678711, + 0.06960653513669968, + 0.09491357207298279, + 0.020837172865867615, + 0.22069896757602692, + 0.14864671230316162, + 0.10202587395906448, + 0.05995858088135719 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.004657017532736063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003201718209311366 + ], + "opposite_logprob_tokens": [ + -5.753201484680176 + ], + "logprob_reward": -0.003201718209311366, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003201718209311366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.156997412443161, + 0.11614330857992172, + 0.1576298177242279, + 0.0915825217962265, + 0.13221195340156555, + 0.03399563953280449, + 0.064605213701725, + 0.07710199058055878, + 0.13302764296531677, + 0.03670447692275047 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.003201718209311366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495057255029678 + ], + "opposite_logprob_tokens": [ + -2.929950475692749 + ], + "logprob_reward": -0.05495057255029678, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495057255029678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0966433435678482, + 0.061023324728012085, + 0.035103440284729004, + 0.01838226243853569, + 0.06311305612325668, + 0.04299537464976311, + 0.2505524754524231, + 0.20618051290512085, + 0.16704368591308594, + 0.058962538838386536 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.05495057255029678 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an abandoned subway tunnel featuring a damp, water-stained, rough concrete wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a mottled mural visible on the wall featuring a simplified human figure outlined in faded ochre and charcoal black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the human figure in the mural distorted, elongated, and riddled with fine cracks and patches of flaking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the human figure move autonomously in an incoherent, twitching manner similar to stop-motion animation, sliding horizontally and causing paint edges to dissolve and re-solidify?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a tight, close-up tracking shot that pans steadily to the right while a harsh white searchlight strikes the wall at a sharp angle through swirling smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579738542437553 + ], + "opposite_logprob_tokens": [ + -3.8955798149108887 + ], + "logprob_reward": -0.020579738542437553, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579738542437553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10149754583835602, + 0.06329920887947083, + 0.058852169662714005, + 0.1675979197025299, + 0.07452967762947083, + 0.07295818626880646, + 0.04203431308269501, + 0.0985063910484314, + 0.19608525931835175, + 0.12463933974504471 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.020579738542437553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_5/index_tensor([5682, 5682])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_5/index_tensor([5682, 5682])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e68824dfbda5392d16bc9ff2d114d4149cf61cb2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_5/index_tensor([5682, 5682])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic montage composed of a series of rapid, staggered extreme close-ups, the camera focused with a shallow depth of field on the fronds of a dense fern after a rainstorm. In the first shot, a delicate, pinnately divided fern frond dominates the frame, its surface coated in a thin film of water that makes the leaf's emerald green appear unusually saturated and deep. A crystal-clear, nearly perfectly spherical drop of water hangs delicately on the frond's tip, quivering slightly due to surface tension, its interior reflecting a miniature, distorted image of the veins beneath. A barely perceptible breeze gently tugs at the frond, swaying the droplet and causing light to play across its surface. The camera then cuts to a close-up of another fern frond, a string of even smaller droplets arranged along its central axis like a diamond necklace. Soft, diffused skylight evenly illuminates the scene, eliminating any distinct shadows and highlighting the clarity of each drop and the wet sheen of the frond. The entire sequence jumps rapidly between the microscopic details of different leaves, creating a rhythm that is both tranquil and full of vitality, conveying the fresh, clean and revitalized tranquil atmosphere of the forest floor after the rain.", + "seed": 20366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_5/index_5682_seed_20366_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.039587275311350825, + "vlm_logprob": -0.039587275311350825, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.039587275311350825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0614803172647953 + ], + "opposite_logprob_tokens": [ + -2.9364802837371826 + ], + "logprob_reward": -0.0614803172647953, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0614803172647953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12094253301620483, + 0.06802582740783691, + 0.05764766037464142, + 0.2434820681810379, + 0.036935050040483475, + 0.2245594710111618, + 0.08052220940589905, + 0.03843018412590027, + 0.061558179557323456, + 0.06789679825305939 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.0614803172647953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260316655039787 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.005260316655039787, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260316655039787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10904944688081741, + 0.09515977650880814, + 0.019772933796048164, + 0.08492427319288254, + 0.37990275025367737, + 0.13223403692245483, + 0.07754170894622803, + 0.03454168513417244, + 0.03759050369262695, + 0.02928279899060726 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.005260316655039787 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381254144012928 + ], + "opposite_logprob_tokens": [ + -3.288125514984131 + ], + "logprob_reward": -0.0381254144012928, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381254144012928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06926875561475754, + 0.08057835698127747, + 0.04229392483830452, + 0.044235777109861374, + 0.3516290783882141, + 0.07420197874307632, + 0.1106710433959961, + 0.09596063196659088, + 0.074347585439682, + 0.05681285262107849 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.0381254144012928 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496637150645256 + ], + "opposite_logprob_tokens": [ + -2.929966449737549 + ], + "logprob_reward": -0.05496637150645256, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496637150645256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08388526737689972, + 0.04120143502950668, + 0.021910404786467552, + 0.0877005010843277, + 0.09167984127998352, + 0.12369998544454575, + 0.16393764317035675, + 0.08387941122055054, + 0.19034038484096527, + 0.11176514625549316 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.05496637150645256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810395672917366 + ], + "opposite_logprob_tokens": [ + -3.2881040573120117 + ], + "logprob_reward": -0.03810395672917366, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810395672917366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18936209380626678, + 0.10813970863819122, + 0.028796875849366188, + 0.03456844389438629, + 0.03333088383078575, + 0.04564239829778671, + 0.25577741861343384, + 0.09832763671875, + 0.12130860984325409, + 0.08474597334861755 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.03810395672917366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic montage composed of a series of rapid, staggered extreme close-ups, the camera focused with a shallow depth of field on the fronds of a dense fern after a rainstorm. In the first shot, a delicate, pinnately divided fern frond dominates the frame, its surface coated in a thin film of water that makes the leaf's emerald green appear unusually saturated and deep. A crystal-clear, nearly perfectly spherical drop of water hangs delicately on the frond's tip, quivering slightly due to surface tension, its interior reflecting a miniature, distorted image of the veins beneath. A barely perceptible breeze gently tugs at the frond, swaying the droplet and causing light to play across its surface. The camera then cuts to a close-up of another fern frond, a string of even smaller droplets arranged along its central axis like a diamond necklace. Soft, diffused skylight evenly illuminates the scene, eliminating any distinct shadows and highlighting the clarity of each drop and the wet sheen of the frond. The entire sequence jumps rapidly between the microscopic details of different leaves, creating a rhythm that is both tranquil and full of vitality, conveying the fresh, clean and revitalized tranquil atmosphere of the forest floor after the rain.", + "seed": 20367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_5/index_5682_seed_20367_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03339916644617915, + "vlm_logprob": -0.03339916644617915, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03339916644617915, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10466884821653366 + ], + "opposite_logprob_tokens": [ + -2.3546688556671143 + ], + "logprob_reward": -0.10466884821653366, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10466884821653366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09621775150299072, + 0.07033144682645798, + 0.060942355543375015, + 0.0697358027100563, + 0.11036481708288193, + 0.07268276810646057, + 0.09926261752843857, + 0.14347365498542786, + 0.24347060918807983, + 0.03351813554763794 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.10466884821653366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495034597814083 + ], + "opposite_logprob_tokens": [ + -6.002494812011719 + ], + "logprob_reward": -0.002495034597814083, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495034597814083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3081893026828766, + 0.116525799036026, + 0.03659933805465698, + 0.03530440852046013, + 0.08360383659601212, + 0.04946092516183853, + 0.12006992846727371, + 0.09723340719938278, + 0.0660700649023056, + 0.08694306761026382 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.002495034597814083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745188031345606 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745188031345606, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745188031345606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2169325053691864, + 0.1181071549654007, + 0.03382284566760063, + 0.07493311911821365, + 0.05441094562411308, + 0.10982640087604523, + 0.04572372883558273, + 0.08597049117088318, + 0.19382935762405396, + 0.06644342094659805 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.006745188031345606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291101679205894 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291101679205894, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291101679205894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22770264744758606, + 0.09535128623247147, + 0.040045201778411865, + 0.0671565979719162, + 0.04082966223359108, + 0.06029451638460159, + 0.07576610893011093, + 0.05068013444542885, + 0.07998816668987274, + 0.2621857523918152 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023291101679205894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795659705996513 + ], + "opposite_logprob_tokens": [ + -3.5297956466674805 + ], + "logprob_reward": -0.029795659705996513, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795659705996513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37510231137275696, + 0.029727350920438766, + 0.08258706331253052, + 0.050713829696178436, + 0.23536653816699982, + 0.058380309492349625, + 0.03080209344625473, + 0.031177738681435585, + 0.05094262212514877, + 0.055200111120939255 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.029795659705996513 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic montage composed of a series of rapid, staggered extreme close-ups, the camera focused with a shallow depth of field on the fronds of a dense fern after a rainstorm. In the first shot, a delicate, pinnately divided fern frond dominates the frame, its surface coated in a thin film of water that makes the leaf's emerald green appear unusually saturated and deep. A crystal-clear, nearly perfectly spherical drop of water hangs delicately on the frond's tip, quivering slightly due to surface tension, its interior reflecting a miniature, distorted image of the veins beneath. A barely perceptible breeze gently tugs at the frond, swaying the droplet and causing light to play across its surface. The camera then cuts to a close-up of another fern frond, a string of even smaller droplets arranged along its central axis like a diamond necklace. Soft, diffused skylight evenly illuminates the scene, eliminating any distinct shadows and highlighting the clarity of each drop and the wet sheen of the frond. The entire sequence jumps rapidly between the microscopic details of different leaves, creating a rhythm that is both tranquil and full of vitality, conveying the fresh, clean and revitalized tranquil atmosphere of the forest floor after the rain.", + "seed": 20368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_5/index_5682_seed_20368_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10674836249090731, + "vlm_logprob": -0.10674836249090731, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.10674836249090731, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39179566502571106 + ], + "opposite_logprob_tokens": [ + -1.1417956352233887 + ], + "logprob_reward": -0.39179566502571106, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.39179566502571106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05270034074783325, + 0.05811672285199165, + 0.10068485140800476, + 0.09991578757762909, + 0.07221775501966476, + 0.218716099858284, + 0.1965528279542923, + 0.05084849148988724, + 0.058148860931396484, + 0.09209828823804855 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.39179566502571106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024921807926148176 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.0024921807926148176, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024921807926148176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06649335473775864, + 0.039555709809064865, + 0.031830236315727234, + 0.0831766352057457, + 0.08852217346429825, + 0.3713190257549286, + 0.06280748546123505, + 0.0864809900522232, + 0.12045028805732727, + 0.049364134669303894 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.0024921807926148176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059529622085392475 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.0059529622085392475, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059529622085392475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08357012271881104, + 0.04200350120663643, + 0.0650823712348938, + 0.20131105184555054, + 0.07772504538297653, + 0.17057852447032928, + 0.058763086795806885, + 0.10870504379272461, + 0.10025548934936523, + 0.09200571477413177 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.0059529622085392475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292979121208191 + ], + "opposite_logprob_tokens": [ + -2.2379298210144043 + ], + "logprob_reward": -0.11292979121208191, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292979121208191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043553587049245834, + 0.04873896762728691, + 0.0622229240834713, + 0.2987394332885742, + 0.02106175757944584, + 0.10400255024433136, + 0.11078837513923645, + 0.18860609829425812, + 0.07143359631299973, + 0.05085273087024689 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.11292979121208191 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020571213215589523 + ], + "opposite_logprob_tokens": [ + -3.895571231842041 + ], + "logprob_reward": -0.020571213215589523, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020571213215589523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10836894065141678, + 0.035906195640563965, + 0.0942578986287117, + 0.06698273867368698, + 0.019139744341373444, + 0.07530241459608078, + 0.07516980916261673, + 0.09903571009635925, + 0.14876195788383484, + 0.2770746648311615 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.020571213215589523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic montage composed of a series of rapid, staggered extreme close-ups, the camera focused with a shallow depth of field on the fronds of a dense fern after a rainstorm. In the first shot, a delicate, pinnately divided fern frond dominates the frame, its surface coated in a thin film of water that makes the leaf's emerald green appear unusually saturated and deep. A crystal-clear, nearly perfectly spherical drop of water hangs delicately on the frond's tip, quivering slightly due to surface tension, its interior reflecting a miniature, distorted image of the veins beneath. A barely perceptible breeze gently tugs at the frond, swaying the droplet and causing light to play across its surface. The camera then cuts to a close-up of another fern frond, a string of even smaller droplets arranged along its central axis like a diamond necklace. Soft, diffused skylight evenly illuminates the scene, eliminating any distinct shadows and highlighting the clarity of each drop and the wet sheen of the frond. The entire sequence jumps rapidly between the microscopic details of different leaves, creating a rhythm that is both tranquil and full of vitality, conveying the fresh, clean and revitalized tranquil atmosphere of the forest floor after the rain.", + "seed": 20369, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_5/index_5682_seed_20369_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029433445492759346, + "vlm_logprob": -0.029433445492759346, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.029433445492759346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04761731997132301 + ], + "opposite_logprob_tokens": [ + -3.1726174354553223 + ], + "logprob_reward": -0.04761731997132301, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04761731997132301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4153600037097931, + 0.05837082490324974, + 0.15303784608840942, + 0.17913466691970825, + 0.035223037004470825, + 0.0364353321492672, + 0.026234744116663933, + 0.02958807907998562, + 0.01976856030523777, + 0.04684695228934288 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.04761731997132301 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079221963882446 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079221963882446, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079221963882446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.240324005484581, + 0.07358218729496002, + 0.035004641860723495, + 0.2510901093482971, + 0.11755435913801193, + 0.12900853157043457, + 0.03786974400281906, + 0.03199966251850128, + 0.018712764605879784, + 0.06485401093959808 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.011079221963882446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017197832930833101 + ], + "opposite_logprob_tokens": [ + -6.376719951629639 + ], + "logprob_reward": -0.0017197832930833101, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017197832930833101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6879473924636841, + 0.04684390500187874, + 0.049700066447257996, + 0.0815734714269638, + 0.03398687765002251, + 0.017345596104860306, + 0.013283420354127884, + 0.01492278277873993, + 0.03847980499267578, + 0.015916677191853523 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0017197832930833101 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810407221317291 + ], + "opposite_logprob_tokens": [ + -3.2881040573120117 + ], + "logprob_reward": -0.03810407221317291, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810407221317291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44019296765327454, + 0.052843768149614334, + 0.10677671432495117, + 0.11503187566995621, + 0.1647995412349701, + 0.07130719721317291, + 0.010905366390943527, + 0.011909984983503819, + 0.008580558933317661, + 0.017651982605457306 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.03810407221317291 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the shots presented as a rapid montage of extreme close-ups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject matter focused on the fronds of a dense fern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the fern surface coated in water with saturated emerald green coloration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a spherical water drop visible hanging from a frond tip, quivering slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and diffused, eliminating distinct shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864683002233505 + ], + "opposite_logprob_tokens": [ + -3.048646926879883 + ], + "logprob_reward": -0.04864683002233505, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864683002233505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5517122149467468, + 0.02366739697754383, + 0.037908442318439484, + 0.1969504952430725, + 0.02600916102528572, + 0.0505521260201931, + 0.024278778582811356, + 0.03532269969582558, + 0.021195875480771065, + 0.03240286931395531 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.04864683002233505 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_6/index_tensor([7585, 7585])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_6/index_tensor([7585, 7585])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..18fdb462145e583059bc3bdfa10e1ea2cc90aaa2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_6/index_tensor([7585, 7585])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing medium close-up focuses on a young soldier, leaning wearily against the damp earthen wall of a muddy trench, against a gloomy sky shrouded in leaden clouds. He appears to be in his early twenties, his face smeared with dirt and sweat, dark circles under his eyes betraying a look of profound weariness. His short, rain-soaked, dark hair is matted to his forehead. He wears a worn, dark green military jacket, the collar turned up to protect against the chill. With slightly trembling but determined hands, he pulls a damp matchbox from his jacket pocket, carefully extracts a match, and vigorously strikes it against the rough side. A small, bright orange flame bursts forth, briefly illuminating his tense jaw and sunken eye sockets, and also revealing the clammy texture of the surrounding rough earth and rotting wooden support structures. He quickly brought the precious flame close to the wrinkled, seemingly last cigarette in his mouth. The cigarette butt hissed faintly at the touch of the flame, igniting into a single crimson point that stood out against the dim light. He took a deep breath, then slowly exhaled a cloud of white smoke that condensed in the cold air. His furrowed brow seemed to relax for a moment. The entire scene was enveloped in a repressive, cold hue. Only that speck of crimson and the momentary emptiness in the soldier's eyes created a complex atmosphere of both exhaustion and tranquility in the intervals between battles.", + "seed": 7156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_6/index_7585_seed_7156_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018967598443850875, + "vlm_logprob": -0.018967598443850875, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.018967598443850875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014251712709665298 + ], + "opposite_logprob_tokens": [ + -4.389251708984375 + ], + "logprob_reward": -0.014251712709665298, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014251712709665298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1618451029062271, + 0.08153658360242844, + 0.0537230409681797, + 0.04078082740306854, + 0.05007442459464073, + 0.06311734765768051, + 0.03927827626466751, + 0.2937990128993988, + 0.17479325830936432, + 0.04105211794376373 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.014251712709665298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282686366699636 + ], + "opposite_logprob_tokens": [ + -5.877826690673828 + ], + "logprob_reward": -0.00282686366699636, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282686366699636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24051089584827423, + 0.11873473972082138, + 0.1386757791042328, + 0.052799854427576065, + 0.13383130729198456, + 0.08032150566577911, + 0.027250872924923897, + 0.08000341802835464, + 0.09424556791782379, + 0.033626098185777664 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.00282686366699636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551246210932732 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551246210932732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551246210932732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18738892674446106, + 0.09317076951265335, + 0.36413800716400146, + 0.11212383210659027, + 0.027694564312696457, + 0.08428355306386948, + 0.04784008115530014, + 0.019944779574871063, + 0.044947657734155655, + 0.018467849120497704 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.012551246210932732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031911423429846764 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031911423429846764, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031911423429846764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22240209579467773, + 0.06917992979288101, + 0.1715877503156662, + 0.060747403651475906, + 0.09821052104234695, + 0.11254651844501495, + 0.03645780682563782, + 0.02892756275832653, + 0.16634973883628845, + 0.0335906483232975 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0031911423429846764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201702728867531 + ], + "opposite_logprob_tokens": [ + -2.8120169639587402 + ], + "logprob_reward": -0.06201702728867531, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201702728867531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14796453714370728, + 0.0734703540802002, + 0.17500941455364227, + 0.06845931708812714, + 0.035660434514284134, + 0.05730760470032692, + 0.06271544843912125, + 0.1561684012413025, + 0.09441288560628891, + 0.1288316249847412 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.06201702728867531 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing medium close-up focuses on a young soldier, leaning wearily against the damp earthen wall of a muddy trench, against a gloomy sky shrouded in leaden clouds. He appears to be in his early twenties, his face smeared with dirt and sweat, dark circles under his eyes betraying a look of profound weariness. His short, rain-soaked, dark hair is matted to his forehead. He wears a worn, dark green military jacket, the collar turned up to protect against the chill. With slightly trembling but determined hands, he pulls a damp matchbox from his jacket pocket, carefully extracts a match, and vigorously strikes it against the rough side. A small, bright orange flame bursts forth, briefly illuminating his tense jaw and sunken eye sockets, and also revealing the clammy texture of the surrounding rough earth and rotting wooden support structures. He quickly brought the precious flame close to the wrinkled, seemingly last cigarette in his mouth. The cigarette butt hissed faintly at the touch of the flame, igniting into a single crimson point that stood out against the dim light. He took a deep breath, then slowly exhaled a cloud of white smoke that condensed in the cold air. His furrowed brow seemed to relax for a moment. The entire scene was enveloped in a repressive, cold hue. Only that speck of crimson and the momentary emptiness in the soldier's eyes created a complex atmosphere of both exhaustion and tranquility in the intervals between battles.", + "seed": 7157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_6/index_7585_seed_7157_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02734127314761281, + "vlm_logprob": -0.02734127314761281, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02734127314761281, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017581447958946228 + ], + "opposite_logprob_tokens": [ + -4.142581462860107 + ], + "logprob_reward": -0.017581447958946228, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017581447958946228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04888184741139412, + 0.016092946752905846, + 0.05842111259698868, + 0.0365016832947731, + 0.035939935594797134, + 0.049901049584150314, + 0.014215544797480106, + 0.5877758860588074, + 0.026295442134141922, + 0.1259746253490448 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.017581447958946228 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107135813683271 + ], + "opposite_logprob_tokens": [ + -5.5041069984436035 + ], + "logprob_reward": -0.004107135813683271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107135813683271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06272156536579132, + 0.05650824308395386, + 0.026714619249105453, + 0.041774868965148926, + 0.05792999267578125, + 0.03936466574668884, + 0.01414125319570303, + 0.6011080145835876, + 0.056178849190473557, + 0.043557897210121155 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.004107135813683271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003960013389587 + ], + "opposite_logprob_tokens": [ + -2.6950395107269287 + ], + "logprob_reward": -0.07003960013389587, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003960013389587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038334090262651443, + 0.016055427491664886, + 0.040283285081386566, + 0.038164909929037094, + 0.0671239048242569, + 0.016829056665301323, + 0.01542798150330782, + 0.7214013338088989, + 0.03127514198422432, + 0.015104754827916622 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.07003960013389587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019395602867007256 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019395602867007256, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019395602867007256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08432815223932266, + 0.04312460497021675, + 0.20870091021060944, + 0.04146254062652588, + 0.07391543686389923, + 0.07521069049835205, + 0.03433156758546829, + 0.32254692912101746, + 0.07622013241052628, + 0.04015903174877167 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0019395602867007256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303862154483795 + ], + "opposite_logprob_tokens": [ + -3.1680386066436768 + ], + "logprob_reward": -0.04303862154483795, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303862154483795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0726514458656311, + 0.02980959601700306, + 0.3109748959541321, + 0.03684430569410324, + 0.045780111104249954, + 0.043790195137262344, + 0.05467374995350838, + 0.2391892522573471, + 0.11146289855241776, + 0.0548236221075058 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.04303862154483795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing medium close-up focuses on a young soldier, leaning wearily against the damp earthen wall of a muddy trench, against a gloomy sky shrouded in leaden clouds. He appears to be in his early twenties, his face smeared with dirt and sweat, dark circles under his eyes betraying a look of profound weariness. His short, rain-soaked, dark hair is matted to his forehead. He wears a worn, dark green military jacket, the collar turned up to protect against the chill. With slightly trembling but determined hands, he pulls a damp matchbox from his jacket pocket, carefully extracts a match, and vigorously strikes it against the rough side. A small, bright orange flame bursts forth, briefly illuminating his tense jaw and sunken eye sockets, and also revealing the clammy texture of the surrounding rough earth and rotting wooden support structures. He quickly brought the precious flame close to the wrinkled, seemingly last cigarette in his mouth. The cigarette butt hissed faintly at the touch of the flame, igniting into a single crimson point that stood out against the dim light. He took a deep breath, then slowly exhaled a cloud of white smoke that condensed in the cold air. His furrowed brow seemed to relax for a moment. The entire scene was enveloped in a repressive, cold hue. Only that speck of crimson and the momentary emptiness in the soldier's eyes created a complex atmosphere of both exhaustion and tranquility in the intervals between battles.", + "seed": 7158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_6/index_7585_seed_7158_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02516739135608077, + "vlm_logprob": -0.02516739135608077, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02516739135608077, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02067619375884533 + ], + "opposite_logprob_tokens": [ + -4.020676136016846 + ], + "logprob_reward": -0.02067619375884533, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02067619375884533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13179293274879456, + 0.0918581411242485, + 0.0670526996254921, + 0.03561766445636749, + 0.04801805689930916, + 0.09141482412815094, + 0.09876853227615356, + 0.0769127607345581, + 0.07869312912225723, + 0.27987128496170044 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.02067619375884533 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002504190895706415 + ], + "opposite_logprob_tokens": [ + -6.002504348754883 + ], + "logprob_reward": -0.002504190895706415, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002504190895706415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2722839415073395, + 0.059257905930280685, + 0.14179553091526031, + 0.20529605448246002, + 0.022241998463869095, + 0.04798886924982071, + 0.08514801412820816, + 0.06990005820989609, + 0.05641360208392143, + 0.03967401757836342 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.002504190895706415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636639289557934 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636639289557934, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636639289557934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1877884864807129, + 0.18099768459796906, + 0.314988374710083, + 0.0893787369132042, + 0.04557040333747864, + 0.0481712706387043, + 0.03951886668801308, + 0.03137961030006409, + 0.019847508519887924, + 0.04235903173685074 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.007636639289557934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072239726781845 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072239726781845, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072239726781845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12947194278240204, + 0.15406003594398499, + 0.0869249552488327, + 0.19199782609939575, + 0.1454579383134842, + 0.05580173060297966, + 0.10604044795036316, + 0.029223565012216568, + 0.03644328564405441, + 0.06457830965518951 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.016072239726781845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07894769310951233 + ], + "opposite_logprob_tokens": [ + -2.5789477825164795 + ], + "logprob_reward": -0.07894769310951233, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07894769310951233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22537361085414886, + 0.20909994840621948, + 0.05872558802366257, + 0.1322949230670929, + 0.030659418553113937, + 0.05982577055692673, + 0.07170095294713974, + 0.09522104263305664, + 0.05187113210558891, + 0.06522763520479202 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07894769310951233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing medium close-up focuses on a young soldier, leaning wearily against the damp earthen wall of a muddy trench, against a gloomy sky shrouded in leaden clouds. He appears to be in his early twenties, his face smeared with dirt and sweat, dark circles under his eyes betraying a look of profound weariness. His short, rain-soaked, dark hair is matted to his forehead. He wears a worn, dark green military jacket, the collar turned up to protect against the chill. With slightly trembling but determined hands, he pulls a damp matchbox from his jacket pocket, carefully extracts a match, and vigorously strikes it against the rough side. A small, bright orange flame bursts forth, briefly illuminating his tense jaw and sunken eye sockets, and also revealing the clammy texture of the surrounding rough earth and rotting wooden support structures. He quickly brought the precious flame close to the wrinkled, seemingly last cigarette in his mouth. The cigarette butt hissed faintly at the touch of the flame, igniting into a single crimson point that stood out against the dim light. He took a deep breath, then slowly exhaled a cloud of white smoke that condensed in the cold air. His furrowed brow seemed to relax for a moment. The entire scene was enveloped in a repressive, cold hue. Only that speck of crimson and the momentary emptiness in the soldier's eyes created a complex atmosphere of both exhaustion and tranquility in the intervals between battles.", + "seed": 7159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_6/index_7585_seed_7159_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0468303588218987, + "vlm_logprob": -0.0468303588218987, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.0468303588218987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07133005559444427 + ], + "opposite_logprob_tokens": [ + -2.6963300704956055 + ], + "logprob_reward": -0.07133005559444427, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07133005559444427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1865665167570114, + 0.058814264833927155, + 0.12100599706172943, + 0.03740180656313896, + 0.05893225222826004, + 0.05015360563993454, + 0.07371331751346588, + 0.12344827502965927, + 0.15396618843078613, + 0.1359977275133133 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.07133005559444427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107254557311535 + ], + "opposite_logprob_tokens": [ + -5.504107475280762 + ], + "logprob_reward": -0.004107254557311535, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107254557311535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27659162878990173, + 0.08977701514959335, + 0.1840517371892929, + 0.03665150701999664, + 0.03702893108129501, + 0.03879702463746071, + 0.06553139537572861, + 0.08688816428184509, + 0.07433293014764786, + 0.1103496178984642 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.004107254557311535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907010406255722 + ], + "opposite_logprob_tokens": [ + -2.4640700817108154 + ], + "logprob_reward": -0.08907010406255722, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907010406255722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17850326001644135, + 0.0997137725353241, + 0.10460349172353745, + 0.07846899330615997, + 0.04022656008601189, + 0.028528517112135887, + 0.15269644558429718, + 0.0957820862531662, + 0.1825311928987503, + 0.038945749402046204 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.08907010406255722 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12122288346290588, + 0.14099663496017456, + 0.1109314039349556, + 0.03752580285072327, + 0.0615496002137661, + 0.04064719006419182, + 0.02651296742260456, + 0.3447367548942566, + 0.06267327815294266, + 0.05320356413722038 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.007626346778124571 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young soldier in his early twenties leaning against a damp earthen wall of a muddy trench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a worn, dark green military jacket with the collar turned up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the soldier strike a match to light a cigarette, resulting in a visible flame and smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background environment a gloomy sky with leaden clouds and rotting wooden support structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slowly advancing medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06201803311705589 + ], + "opposite_logprob_tokens": [ + -2.8120179176330566 + ], + "logprob_reward": -0.06201803311705589, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06201803311705589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14582468569278717, + 0.052028682082891464, + 0.10588960349559784, + 0.02942003682255745, + 0.04723798483610153, + 0.040672849863767624, + 0.11934931576251984, + 0.07095760852098465, + 0.35074084997177124, + 0.03787841275334358 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.06201803311705589 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_7/index_tensor([6896, 6896])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_7/index_tensor([6896, 6896])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..28abdcaae199c017b011d3d52be8e319a8363ff7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_7/index_tensor([6896, 6896])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a precarious, handheld, first-person perspective, the viewer is positioned within an ancient, ornate palace courtyard, where the ground suddenly trembles and heaves with violent force. The scene is bathed in midday sunlight, which casts sharp, deep shadows across the surrounding marble columns and arched colonnades. What begins as a low, guttural rumble gradually escalates into a piercing vibration, causing the camera to tilt downward. The view focuses on the floor, where intricate mosaic tiles, featuring geometric patterns of deep lapis lazuli, terracotta, and polished ivory, begin to fracture. A network of fine hairline cracks rapidly spiderweb across the polished surface, before the tiles buckle upward and part with a series of sharp, thrilling resonations. Immediately afterwards, a deep surface fissure opens, decisively cutting through the stone floor, revealing a dark, jagged fissure in the raw earth beneath. The entire catastrophic event is captured in a surreal and clean style, rendering every shattered fragment and rising dust mote with razor-sharp photographic detail, emphasizing the severe, irreversible damage inflicted on the beautiful historic structure and creating an atmosphere of sudden, terrifying destruction.", + "seed": 8720, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_7/index_6896_seed_8720_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11652541477233172, + "vlm_logprob": -0.11652541477233172, + "vlm_yes_no_margin": 2.824999988079071, + "vlm_token_credit": -0.11652541477233172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32366806268692017 + ], + "opposite_logprob_tokens": [ + -1.3236680030822754 + ], + "logprob_reward": -0.32366806268692017, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.32366806268692017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17268440127372742, + 0.07182899862527847, + 0.0602094829082489, + 0.12801015377044678, + 0.11341287940740585, + 0.2284221053123474, + 0.055117785930633545, + 0.03696829825639725, + 0.06564994901418686, + 0.0676959753036499 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.32366806268692017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00980123970657587 + ], + "opposite_logprob_tokens": [ + -4.634801387786865 + ], + "logprob_reward": -0.00980123970657587, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00980123970657587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054863397032022476, + 0.05927930772304535, + 0.03044099733233452, + 0.058278683573007584, + 0.22892720997333527, + 0.04002303630113602, + 0.33840441703796387, + 0.05221577733755112, + 0.02797183394432068, + 0.10959535837173462 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.00980123970657587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048680100589990616 + ], + "opposite_logprob_tokens": [ + -3.048680067062378 + ], + "logprob_reward": -0.048680100589990616, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048680100589990616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032437097281217575, + 0.032309867441654205, + 0.017353473231196404, + 0.03989030793309212, + 0.10894470661878586, + 0.05285956710577011, + 0.5695797801017761, + 0.07482897490262985, + 0.022965189069509506, + 0.048831041902303696 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.048680100589990616 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059129998087883 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059129998087883, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059129998087883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06500747799873352, + 0.03313092887401581, + 0.02079937607049942, + 0.04227061942219734, + 0.12469155341386795, + 0.027663899585604668, + 0.17916178703308105, + 0.05651617795228958, + 0.08961312472820282, + 0.3611450493335724 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.02059129998087883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798863708972931 + ], + "opposite_logprob_tokens": [ + -1.8048863410949707 + ], + "logprob_reward": -0.1798863708972931, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798863708972931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1335155963897705, + 0.03391081839799881, + 0.01822127401828766, + 0.04054492339491844, + 0.06131386011838913, + 0.030671095475554466, + 0.42582276463508606, + 0.03682621195912361, + 0.07904563099145889, + 0.14012791216373444 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.1798863708972931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a precarious, handheld, first-person perspective, the viewer is positioned within an ancient, ornate palace courtyard, where the ground suddenly trembles and heaves with violent force. The scene is bathed in midday sunlight, which casts sharp, deep shadows across the surrounding marble columns and arched colonnades. What begins as a low, guttural rumble gradually escalates into a piercing vibration, causing the camera to tilt downward. The view focuses on the floor, where intricate mosaic tiles, featuring geometric patterns of deep lapis lazuli, terracotta, and polished ivory, begin to fracture. A network of fine hairline cracks rapidly spiderweb across the polished surface, before the tiles buckle upward and part with a series of sharp, thrilling resonations. Immediately afterwards, a deep surface fissure opens, decisively cutting through the stone floor, revealing a dark, jagged fissure in the raw earth beneath. The entire catastrophic event is captured in a surreal and clean style, rendering every shattered fragment and rising dust mote with razor-sharp photographic detail, emphasizing the severe, irreversible damage inflicted on the beautiful historic structure and creating an atmosphere of sudden, terrifying destruction.", + "seed": 8721, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_7/index_6896_seed_8721_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1068370059132576, + "vlm_logprob": -0.1068370059132576, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.1068370059132576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21134421229362488 + ], + "opposite_logprob_tokens": [ + -1.7113442420959473 + ], + "logprob_reward": -0.21134421229362488, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21134421229362488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22838358581066132, + 0.05772389844059944, + 0.03693646192550659, + 0.03735535219311714, + 0.06795439124107361, + 0.19328509271144867, + 0.1911785900592804, + 0.047184865921735764, + 0.04515429958701134, + 0.09484346210956573 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.21134421229362488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811141476035118 + ], + "opposite_logprob_tokens": [ + -3.288111448287964 + ], + "logprob_reward": -0.03811141476035118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811141476035118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20209166407585144, + 0.0784439891576767, + 0.04849648103117943, + 0.03480737656354904, + 0.37243109941482544, + 0.02524770237505436, + 0.08798741549253464, + 0.03267630562186241, + 0.04279477521777153, + 0.0750231221318245 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.03811141476035118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043082013726234436 + ], + "opposite_logprob_tokens": [ + -3.1680819988250732 + ], + "logprob_reward": -0.043082013726234436, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043082013726234436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13020290434360504, + 0.035254813730716705, + 0.048894479870796204, + 0.029917871579527855, + 0.21672530472278595, + 0.07231523841619492, + 0.22355562448501587, + 0.04941551014780998, + 0.022736581042408943, + 0.1709817796945572 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.043082013726234436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075875610113144 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016075875610113144, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075875610113144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1547423154115677, + 0.026262367144227028, + 0.0235688965767622, + 0.036537181586027145, + 0.09755247086286545, + 0.047077421098947525, + 0.16560494899749756, + 0.03551938757300377, + 0.057349808514118195, + 0.35578519105911255 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.016075875610113144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557151317596436 + ], + "opposite_logprob_tokens": [ + -1.6005715131759644 + ], + "logprob_reward": -0.22557151317596436, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557151317596436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24608401954174042, + 0.08123546838760376, + 0.04052511975169182, + 0.041883938014507294, + 0.09244855493307114, + 0.04202597588300705, + 0.20848992466926575, + 0.08101540058851242, + 0.07104037702083588, + 0.09525120258331299 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.22557151317596436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a precarious, handheld, first-person perspective, the viewer is positioned within an ancient, ornate palace courtyard, where the ground suddenly trembles and heaves with violent force. The scene is bathed in midday sunlight, which casts sharp, deep shadows across the surrounding marble columns and arched colonnades. What begins as a low, guttural rumble gradually escalates into a piercing vibration, causing the camera to tilt downward. The view focuses on the floor, where intricate mosaic tiles, featuring geometric patterns of deep lapis lazuli, terracotta, and polished ivory, begin to fracture. A network of fine hairline cracks rapidly spiderweb across the polished surface, before the tiles buckle upward and part with a series of sharp, thrilling resonations. Immediately afterwards, a deep surface fissure opens, decisively cutting through the stone floor, revealing a dark, jagged fissure in the raw earth beneath. The entire catastrophic event is captured in a surreal and clean style, rendering every shattered fragment and rising dust mote with razor-sharp photographic detail, emphasizing the severe, irreversible damage inflicted on the beautiful historic structure and creating an atmosphere of sudden, terrifying destruction.", + "seed": 8722, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_7/index_6896_seed_8722_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11917556338012218, + "vlm_logprob": -0.11917556338012218, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.11917556338012218, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43458637595176697 + ], + "opposite_logprob_tokens": [ + -1.0595864057540894 + ], + "logprob_reward": -0.43458637595176697, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43458637595176697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20228050649166107, + 0.05112801119685173, + 0.049527332186698914, + 0.22495266795158386, + 0.08315175026655197, + 0.061274413019418716, + 0.04503703862428665, + 0.05355609208345413, + 0.15668320655822754, + 0.0724090039730072 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.43458637595176697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648676797747612 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648676797747612, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648676797747612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17608977854251862, + 0.07249533385038376, + 0.09980674833059311, + 0.15282317996025085, + 0.07140108197927475, + 0.09393137693405151, + 0.04669390991330147, + 0.10644768178462982, + 0.07337620109319687, + 0.10693478584289551 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.008648676797747612 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038125183433294296 + ], + "opposite_logprob_tokens": [ + -3.2881252765655518 + ], + "logprob_reward": -0.038125183433294296, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038125183433294296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07769713550806046, + 0.03006272204220295, + 0.02834058180451393, + 0.1878756582736969, + 0.0667518824338913, + 0.11656910181045532, + 0.036683589220047, + 0.10223343223333359, + 0.1813548505306244, + 0.1724310964345932 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.038125183433294296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204349368810654 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204349368810654, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204349368810654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05671066790819168, + 0.02695648744702339, + 0.023653551936149597, + 0.03910578414797783, + 0.4412338435649872, + 0.03567872941493988, + 0.0482875257730484, + 0.18482157588005066, + 0.0896151214838028, + 0.053936731070280075 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.014204349368810654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003132313489914 + ], + "opposite_logprob_tokens": [ + -2.350313186645508 + ], + "logprob_reward": -0.1003132313489914, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003132313489914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10010875761508942, + 0.04507558420300484, + 0.04670093581080437, + 0.14699414372444153, + 0.07800400257110596, + 0.09346050024032593, + 0.05302099138498306, + 0.13731932640075684, + 0.10584007948637009, + 0.19347567856311798 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.1003132313489914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a precarious, handheld, first-person perspective, the viewer is positioned within an ancient, ornate palace courtyard, where the ground suddenly trembles and heaves with violent force. The scene is bathed in midday sunlight, which casts sharp, deep shadows across the surrounding marble columns and arched colonnades. What begins as a low, guttural rumble gradually escalates into a piercing vibration, causing the camera to tilt downward. The view focuses on the floor, where intricate mosaic tiles, featuring geometric patterns of deep lapis lazuli, terracotta, and polished ivory, begin to fracture. A network of fine hairline cracks rapidly spiderweb across the polished surface, before the tiles buckle upward and part with a series of sharp, thrilling resonations. Immediately afterwards, a deep surface fissure opens, decisively cutting through the stone floor, revealing a dark, jagged fissure in the raw earth beneath. The entire catastrophic event is captured in a surreal and clean style, rendering every shattered fragment and rising dust mote with razor-sharp photographic detail, emphasizing the severe, irreversible damage inflicted on the beautiful historic structure and creating an atmosphere of sudden, terrifying destruction.", + "seed": 8723, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_7/index_6896_seed_8723_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19850818384438754, + "vlm_logprob": -0.19850818384438754, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.19850818384438754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48379552364349365 + ], + "opposite_logprob_tokens": [ + -0.9837955236434937 + ], + "logprob_reward": -0.48379552364349365, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48379552364349365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06812891364097595, + 0.13608011603355408, + 0.049373313784599304, + 0.09871798753738403, + 0.07100579887628555, + 0.21639209985733032, + 0.24750326573848724, + 0.03915012627840042, + 0.04002123326063156, + 0.03362712264060974 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.48379552364349365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091128922998905 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091128922998905, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091128922998905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12252223491668701, + 0.1711013913154602, + 0.09889959543943405, + 0.0791487991809845, + 0.04237065091729164, + 0.0648181140422821, + 0.2674006223678589, + 0.04669283330440521, + 0.0386088564991951, + 0.06843690574169159 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.011091128922998905 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003497838973999 + ], + "opposite_logprob_tokens": [ + -2.3503499031066895 + ], + "logprob_reward": -0.1003497838973999, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003497838973999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11336138099431992, + 0.17503900825977325, + 0.12419358640909195, + 0.10140954703092575, + 0.050948869436979294, + 0.07666812092065811, + 0.08932758122682571, + 0.04442436620593071, + 0.060333412140607834, + 0.16429416835308075 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.1003497838973999 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048674650490283966 + ], + "opposite_logprob_tokens": [ + -3.0486745834350586 + ], + "logprob_reward": -0.048674650490283966, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048674650490283966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09250492602586746, + 0.06289195269346237, + 0.05606620013713837, + 0.09902895987033844, + 0.07189389318227768, + 0.1638372540473938, + 0.06963763386011124, + 0.09112074971199036, + 0.06130792200565338, + 0.23171047866344452 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.048674650490283966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective handheld and first-person?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place in an ancient, ornate palace courtyard with marble columns and arched colonnades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the floor tiles feature geometric patterns of deep lapis lazuli, terracotta, and polished ivory?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the floor fracture with spiderweb cracks, buckle upward, and open a deep fissure revealing raw earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal and clean style with razor-sharp photographic detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862983226776123 + ], + "opposite_logprob_tokens": [ + -1.2236298322677612 + ], + "logprob_reward": -0.34862983226776123, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862983226776123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0472991056740284, + 0.09764254838228226, + 0.06416638195514679, + 0.03946356475353241, + 0.10754596441984177, + 0.27385494112968445, + 0.16768041253089905, + 0.10455532371997833, + 0.03376388922333717, + 0.0640278235077858 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.34862983226776123 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_8/index_tensor([891, 891])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_8/index_tensor([891, 891])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..25ce6a29d004492b25775015117dfae232ff594d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_8/index_tensor([891, 891])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle panning shot, moving steadily to the right, closely follows a bright yellow electric forklift as it smoothly navigates a narrow aisle between two towering, industrial-grade metal shelves. These massive shelves stretch from the smooth gray concrete floor to the high warehouse ceiling, stacked with neatly organized cartons and wooden pallets tightly wrapped in transparent plastic. The forklift bears the slightest traces of industrial wear, its metal forks held slightly raised for safe maneuvering. The rotating orange warning light on its roof flashes rhythmically, casting dynamic circles of amber light across the cold metal shelves and the shimmering floor. The forklift moves forward steadily and deliberately, its sturdy black rubber tires turning silently on the ground, accompanied only by the gentle, constant hum of the motor. The entire scene is illuminated evenly by the cool glow of rows of white fluorescent tubes on the ceiling, contrasting sharply with the warm, pulsing glow of the forklift's warning lights, creating an atmosphere of orderly industrial operation that is both quiet and full of potential power.", + "seed": 33472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_8/index_891_seed_33472_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04894172735512257, + "vlm_logprob": -0.04894172735512257, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.04894172735512257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022313600406050682 + ], + "opposite_logprob_tokens": [ + -3.8973135948181152 + ], + "logprob_reward": -0.022313600406050682, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022313600406050682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18505901098251343, + 0.23145639896392822, + 0.0681733638048172, + 0.027206726372241974, + 0.07750708609819412, + 0.29626545310020447, + 0.031855471432209015, + 0.03110576421022415, + 0.02274269051849842, + 0.028628049418330193 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.022313600406050682 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499548092484474 + ], + "opposite_logprob_tokens": [ + -2.929995536804199 + ], + "logprob_reward": -0.05499548092484474, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499548092484474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1490584760904312, + 0.12256153672933578, + 0.09380412846803665, + 0.03452465683221817, + 0.07019063085317612, + 0.06529894471168518, + 0.08006467670202255, + 0.07236583530902863, + 0.25562551617622375, + 0.056505583226680756 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.05499548092484474 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789678543806076 + ], + "opposite_logprob_tokens": [ + -2.578967809677124 + ], + "logprob_reward": -0.0789678543806076, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789678543806076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12501512467861176, + 0.07470046728849411, + 0.1277981549501419, + 0.03713621199131012, + 0.045344945043325424, + 0.11804456263780594, + 0.08733177930116653, + 0.06795252859592438, + 0.2575267553329468, + 0.059149451553821564 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.0789678543806076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362914592027664 + ], + "opposite_logprob_tokens": [ + -3.651362895965576 + ], + "logprob_reward": -0.026362914592027664, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362914592027664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25312167406082153, + 0.1371741145849228, + 0.14668743312358856, + 0.0477902926504612, + 0.10381176322698593, + 0.0798034518957138, + 0.049718789756298065, + 0.05386795103549957, + 0.06653764098882675, + 0.0614868700504303 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.026362914592027664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206878647208214 + ], + "opposite_logprob_tokens": [ + -2.8120687007904053 + ], + "logprob_reward": -0.06206878647208214, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206878647208214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22569914162158966, + 0.07742674648761749, + 0.1543022245168686, + 0.03633512184023857, + 0.04726700484752655, + 0.13143803179264069, + 0.03465012460947037, + 0.09772815555334091, + 0.09170271456241608, + 0.10345077514648438 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.06206878647208214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle panning shot, moving steadily to the right, closely follows a bright yellow electric forklift as it smoothly navigates a narrow aisle between two towering, industrial-grade metal shelves. These massive shelves stretch from the smooth gray concrete floor to the high warehouse ceiling, stacked with neatly organized cartons and wooden pallets tightly wrapped in transparent plastic. The forklift bears the slightest traces of industrial wear, its metal forks held slightly raised for safe maneuvering. The rotating orange warning light on its roof flashes rhythmically, casting dynamic circles of amber light across the cold metal shelves and the shimmering floor. The forklift moves forward steadily and deliberately, its sturdy black rubber tires turning silently on the ground, accompanied only by the gentle, constant hum of the motor. The entire scene is illuminated evenly by the cool glow of rows of white fluorescent tubes on the ceiling, contrasting sharply with the warm, pulsing glow of the forklift's warning lights, creating an atmosphere of orderly industrial operation that is both quiet and full of potential power.", + "seed": 33473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_8/index_891_seed_33473_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027225201949477196, + "vlm_logprob": -0.027225201949477196, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.027225201949477196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057126715779304504 + ], + "opposite_logprob_tokens": [ + -2.932126760482788 + ], + "logprob_reward": -0.057126715779304504, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.057126715779304504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1725691705942154, + 0.20852264761924744, + 0.10967041552066803, + 0.13751551508903503, + 0.042453184723854065, + 0.03384654223918915, + 0.09800069779157639, + 0.034230027347803116, + 0.06857327371835709, + 0.09461852163076401 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.057126715779304504 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213525414466858 + ], + "opposite_logprob_tokens": [ + -4.018213748931885 + ], + "logprob_reward": -0.018213525414466858, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018213525414466858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12336387485265732, + 0.07587108016014099, + 0.10008025914430618, + 0.06719733774662018, + 0.0798906609416008, + 0.11967357993125916, + 0.03376341611146927, + 0.035856474190950394, + 0.037422891706228256, + 0.3268803656101227 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.018213525414466858 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328481338918209 + ], + "opposite_logprob_tokens": [ + -3.773284912109375 + ], + "logprob_reward": -0.02328481338918209, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328481338918209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11427934467792511, + 0.0945155918598175, + 0.11293387413024902, + 0.17126774787902832, + 0.1580057442188263, + 0.09080737084150314, + 0.037947919219732285, + 0.040350042283535004, + 0.07021398097276688, + 0.10967836529016495 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.02328481338918209 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207640662789345 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207640662789345, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207640662789345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18069249391555786, + 0.10257063806056976, + 0.031693436205387115, + 0.06023970618844032, + 0.09926585853099823, + 0.026187805458903313, + 0.11119122058153152, + 0.017263738438487053, + 0.03671176731586456, + 0.33418333530426025 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.014207640662789345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329331450164318 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329331450164318, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329331450164318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27147066593170166, + 0.18526087701320648, + 0.21633203327655792, + 0.05941077321767807, + 0.07555040717124939, + 0.049608949571847916, + 0.02806977741420269, + 0.027912519872188568, + 0.04108545556664467, + 0.04529854282736778 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02329331450164318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle panning shot, moving steadily to the right, closely follows a bright yellow electric forklift as it smoothly navigates a narrow aisle between two towering, industrial-grade metal shelves. These massive shelves stretch from the smooth gray concrete floor to the high warehouse ceiling, stacked with neatly organized cartons and wooden pallets tightly wrapped in transparent plastic. The forklift bears the slightest traces of industrial wear, its metal forks held slightly raised for safe maneuvering. The rotating orange warning light on its roof flashes rhythmically, casting dynamic circles of amber light across the cold metal shelves and the shimmering floor. The forklift moves forward steadily and deliberately, its sturdy black rubber tires turning silently on the ground, accompanied only by the gentle, constant hum of the motor. The entire scene is illuminated evenly by the cool glow of rows of white fluorescent tubes on the ceiling, contrasting sharply with the warm, pulsing glow of the forklift's warning lights, creating an atmosphere of orderly industrial operation that is both quiet and full of potential power.", + "seed": 33474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_8/index_891_seed_33474_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027783515863120556, + "vlm_logprob": -0.027783515863120556, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.027783515863120556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015247336588799953 + ], + "opposite_logprob_tokens": [ + -4.265247344970703 + ], + "logprob_reward": -0.015247336588799953, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015247336588799953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12096631526947021, + 0.23490917682647705, + 0.12304430454969406, + 0.23696471750736237, + 0.03471620753407478, + 0.053892675787210464, + 0.05611215531826019, + 0.03957487642765045, + 0.0712594985961914, + 0.02856004238128662 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.015247336588799953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564312666654587 + ], + "opposite_logprob_tokens": [ + -4.387564182281494 + ], + "logprob_reward": -0.012564312666654587, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564312666654587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22062209248542786, + 0.10772087424993515, + 0.07608403265476227, + 0.09304147213697433, + 0.09691012650728226, + 0.03806212544441223, + 0.21510235965251923, + 0.05979854613542557, + 0.0530204102396965, + 0.03963792696595192 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.012564312666654587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054947640746831894 + ], + "opposite_logprob_tokens": [ + -2.9299476146698 + ], + "logprob_reward": -0.054947640746831894, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054947640746831894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20769810676574707, + 0.12368112057447433, + 0.06446147710084915, + 0.07696613669395447, + 0.08800540864467621, + 0.08547583967447281, + 0.09048020094633102, + 0.0428449921309948, + 0.12003271281719208, + 0.10035395622253418 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.054947640746831894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981104888021946 + ], + "opposite_logprob_tokens": [ + -3.529811143875122 + ], + "logprob_reward": -0.02981104888021946, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981104888021946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19179148972034454, + 0.15858697891235352, + 0.185983344912529, + 0.09140628576278687, + 0.0659552663564682, + 0.061831891536712646, + 0.0628749430179596, + 0.062138207256793976, + 0.0689837709069252, + 0.05044778436422348 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02981104888021946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347240433096886 + ], + "opposite_logprob_tokens": [ + -3.6513471603393555 + ], + "logprob_reward": -0.026347240433096886, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347240433096886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30174893140792847, + 0.15887819230556488, + 0.06929189711809158, + 0.03961019963026047, + 0.07089091092348099, + 0.15510275959968567, + 0.0767672210931778, + 0.04911608621478081, + 0.04798375070095062, + 0.03061002306640148 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.026347240433096886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle panning shot, moving steadily to the right, closely follows a bright yellow electric forklift as it smoothly navigates a narrow aisle between two towering, industrial-grade metal shelves. These massive shelves stretch from the smooth gray concrete floor to the high warehouse ceiling, stacked with neatly organized cartons and wooden pallets tightly wrapped in transparent plastic. The forklift bears the slightest traces of industrial wear, its metal forks held slightly raised for safe maneuvering. The rotating orange warning light on its roof flashes rhythmically, casting dynamic circles of amber light across the cold metal shelves and the shimmering floor. The forklift moves forward steadily and deliberately, its sturdy black rubber tires turning silently on the ground, accompanied only by the gentle, constant hum of the motor. The entire scene is illuminated evenly by the cool glow of rows of white fluorescent tubes on the ceiling, contrasting sharply with the warm, pulsing glow of the forklift's warning lights, creating an atmosphere of orderly industrial operation that is both quiet and full of potential power.", + "seed": 33475, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_8/index_891_seed_33475_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029271652549505235, + "vlm_logprob": -0.029271652549505235, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.029271652549505235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01571778766810894 + ], + "opposite_logprob_tokens": [ + -4.26571798324585 + ], + "logprob_reward": -0.01571778766810894, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01571778766810894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07318387925624847, + 0.12913259863853455, + 0.031919024884700775, + 0.24039457738399506, + 0.10263644903898239, + 0.04791330173611641, + 0.14959079027175903, + 0.023852001875638962, + 0.0756349265575409, + 0.12574240565299988 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.01571778766810894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026375919580459595 + ], + "opposite_logprob_tokens": [ + -3.6513760089874268 + ], + "logprob_reward": -0.026375919580459595, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026375919580459595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13739995658397675, + 0.11883792281150818, + 0.16255000233650208, + 0.08291108906269073, + 0.11130468547344208, + 0.04721994325518608, + 0.09518782794475555, + 0.0937829241156578, + 0.07797253876924515, + 0.07283308357000351 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.026375919580459595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864898696541786 + ], + "opposite_logprob_tokens": [ + -3.0486490726470947 + ], + "logprob_reward": -0.04864898696541786, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864898696541786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10306737571954727, + 0.14054639637470245, + 0.08550789207220078, + 0.18492881953716278, + 0.13176444172859192, + 0.09593737870454788, + 0.02085442654788494, + 0.08191681653261185, + 0.08349770307540894, + 0.07197876274585724 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.04864898696541786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254771463572979 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.01254771463572979, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254771463572979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22179973125457764, + 0.14264927804470062, + 0.06977013498544693, + 0.05074828118085861, + 0.08775133639574051, + 0.037458814680576324, + 0.047994524240493774, + 0.13920770585536957, + 0.15900932252407074, + 0.043610911816358566 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.01254771463572979 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bright yellow electric forklift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the forklift navigate a narrow aisle between towering industrial-grade metal shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned at a low angle and panning steadily to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rotating orange warning light on the forklift's roof visible and flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool white fluorescent tubes contrasting with the warm amber glow of the warning light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306785389780998 + ], + "opposite_logprob_tokens": [ + -3.1680679321289062 + ], + "logprob_reward": -0.04306785389780998, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306785389780998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29809486865997314, + 0.07446300238370895, + 0.09976065158843994, + 0.0765053778886795, + 0.0818280428647995, + 0.10411687195301056, + 0.12064608931541443, + 0.03579749912023544, + 0.05917111039161682, + 0.0496165007352829 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.04306785389780998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_9/index_tensor([6028, 6028])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_9/index_tensor([6028, 6028])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8704ba93338cdbc3c3c624efba3f7bc20f51df12 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_9/index_tensor([6028, 6028])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro close-up, panning slowly and steadily to the right, locks the viewer's gaze squarely on a pair of hands, etched with deep wrinkles and light brown age spots. Softly illuminated by a side-lit desk lamp, every wrinkle and vein is clearly visible, as if bearing witness to the passage of time. One of the larger, more robust hands (male), with slightly thicker knuckles, firmly holds the base of a dark, softly patinated antique wood. The other, a more delicate hand (female), with its rounded, neatly manicured nails, gently and slowly traces the intricate and delicate carvings on the object's surface with an almost reverent gesture. As the camera pans, we see the fingertips delicately dig into the carved grooves, feeling the subtle undulations of the wood's grain. The light, as it passes over the fingertips, casts a fleeting, soft highlight on the smoothed, raised edges. The background is blurred into a fuzzy warm color, and a corner of the study can be vaguely seen. The whole picture is shrouded in a quiet, focused and affectionate nostalgic atmosphere, as if this pair of silent hands are telling a story spanning a long time.", + "seed": 1024, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_9/index_6028_seed_1024_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21708741765469314, + "vlm_logprob": -0.21708741765469314, + "vlm_yes_no_margin": 2.150000011920929, + "vlm_token_credit": -0.21708741765469314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10339493304491043 + ], + "opposite_logprob_tokens": [ + -2.3533949851989746 + ], + "logprob_reward": -0.10339493304491043, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10339493304491043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1466478556394577, + 0.12699976563453674, + 0.10721205174922943, + 0.04516112804412842, + 0.07197687029838562, + 0.03192060813307762, + 0.030359067022800446, + 0.10126444697380066, + 0.07517068833112717, + 0.2632875144481659 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.10339493304491043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311284050345421 + ], + "opposite_logprob_tokens": [ + -3.1681127548217773 + ], + "logprob_reward": -0.04311284050345421, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311284050345421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1008915901184082, + 0.08121879398822784, + 0.06309148669242859, + 0.048534467816352844, + 0.06453139334917068, + 0.03002108260989189, + 0.04740959405899048, + 0.1244666576385498, + 0.172042116522789, + 0.26779279112815857 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.04311284050345421 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486410975456238 + ], + "opposite_logprob_tokens": [ + -1.2236411571502686 + ], + "logprob_reward": -0.3486410975456238, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3486410975456238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20024962723255157, + 0.10774044692516327, + 0.051518362015485764, + 0.03819545730948448, + 0.06552144140005112, + 0.0495850034058094, + 0.019273562356829643, + 0.05370212718844414, + 0.07724489271640778, + 0.33696916699409485 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.3486410975456238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5760942101478577 + ], + "opposite_logprob_tokens": [ + -0.8260942101478577 + ], + "logprob_reward": -0.5760942101478577, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5760942101478577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08444484323263168, + 0.042140744626522064, + 0.053240276873111725, + 0.03660952299833298, + 0.03365129977464676, + 0.024457573890686035, + 0.04762669652700424, + 0.14888565242290497, + 0.20845772325992584, + 0.3204856514930725 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.5760942101478577 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3560602068901062, + 0.12832342088222504, + 0.058560606092214584, + 0.03382410854101181, + 0.0509454682469368, + 0.034277040511369705, + 0.026977095752954483, + 0.057217516005039215, + 0.11362186074256897, + 0.14019261300563812 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.014194007031619549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, panning slowly and steadily to the right, locks the viewer's gaze squarely on a pair of hands, etched with deep wrinkles and light brown age spots. Softly illuminated by a side-lit desk lamp, every wrinkle and vein is clearly visible, as if bearing witness to the passage of time. One of the larger, more robust hands (male), with slightly thicker knuckles, firmly holds the base of a dark, softly patinated antique wood. The other, a more delicate hand (female), with its rounded, neatly manicured nails, gently and slowly traces the intricate and delicate carvings on the object's surface with an almost reverent gesture. As the camera pans, we see the fingertips delicately dig into the carved grooves, feeling the subtle undulations of the wood's grain. The light, as it passes over the fingertips, casts a fleeting, soft highlight on the smoothed, raised edges. The background is blurred into a fuzzy warm color, and a corner of the study can be vaguely seen. The whole picture is shrouded in a quiet, focused and affectionate nostalgic atmosphere, as if this pair of silent hands are telling a story spanning a long time.", + "seed": 1025, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_9/index_6028_seed_1025_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16722316853702068, + "vlm_logprob": -0.16722316853702068, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.16722316853702068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09051942825317383 + ], + "opposite_logprob_tokens": [ + -2.465519428253174 + ], + "logprob_reward": -0.09051942825317383, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09051942825317383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08066492527723312, + 0.28326183557510376, + 0.062197864055633545, + 0.09286338090896606, + 0.05795758590102196, + 0.05680499225854874, + 0.053397417068481445, + 0.04190552607178688, + 0.14617618918418884, + 0.12477029114961624 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.09051942825317383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378706097602844 + ], + "opposite_logprob_tokens": [ + -3.651378631591797 + ], + "logprob_reward": -0.026378706097602844, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378706097602844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09281276911497116, + 0.3223779499530792, + 0.02610074356198311, + 0.042035702615976334, + 0.03483179211616516, + 0.021408718079328537, + 0.02311369590461254, + 0.052116647362709045, + 0.3159165382385254, + 0.06928548216819763 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.026378706097602844 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233038067817688 + ], + "opposite_logprob_tokens": [ + -0.8983038067817688 + ], + "logprob_reward": -0.5233038067817688, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233038067817688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09151603281497955, + 0.1870708465576172, + 0.1806953251361847, + 0.09710375219583511, + 0.054624829441308975, + 0.06742781400680542, + 0.0461866557598114, + 0.06119091808795929, + 0.17749470472335815, + 0.036689065396785736 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.5233038067817688 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985151708126068 + ], + "opposite_logprob_tokens": [ + -1.8048515319824219 + ], + "logprob_reward": -0.17985151708126068, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985151708126068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11787453293800354, + 0.11900557577610016, + 0.16524425148963928, + 0.07374223321676254, + 0.17613056302070618, + 0.05744241923093796, + 0.059489183127880096, + 0.0794585645198822, + 0.06343196332454681, + 0.08818067610263824 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.17985151708126068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062384471297264 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062384471297264, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062384471297264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17312683165073395, + 0.09391874819993973, + 0.143086776137352, + 0.03236311301589012, + 0.030009012669324875, + 0.06345495581626892, + 0.06430841982364655, + 0.036964237689971924, + 0.29270216822624207, + 0.07006579637527466 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.016062384471297264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, panning slowly and steadily to the right, locks the viewer's gaze squarely on a pair of hands, etched with deep wrinkles and light brown age spots. Softly illuminated by a side-lit desk lamp, every wrinkle and vein is clearly visible, as if bearing witness to the passage of time. One of the larger, more robust hands (male), with slightly thicker knuckles, firmly holds the base of a dark, softly patinated antique wood. The other, a more delicate hand (female), with its rounded, neatly manicured nails, gently and slowly traces the intricate and delicate carvings on the object's surface with an almost reverent gesture. As the camera pans, we see the fingertips delicately dig into the carved grooves, feeling the subtle undulations of the wood's grain. The light, as it passes over the fingertips, casts a fleeting, soft highlight on the smoothed, raised edges. The background is blurred into a fuzzy warm color, and a corner of the study can be vaguely seen. The whole picture is shrouded in a quiet, focused and affectionate nostalgic atmosphere, as if this pair of silent hands are telling a story spanning a long time.", + "seed": 1026, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_9/index_6028_seed_1026_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3884334348142147, + "vlm_logprob": -0.3884334348142147, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.3884334348142147, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13015440106391907 + ], + "opposite_logprob_tokens": [ + -2.1301543712615967 + ], + "logprob_reward": -0.13015440106391907, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13015440106391907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10072945058345795, + 0.06315670162439346, + 0.054292645305395126, + 0.032763898372650146, + 0.10451532155275345, + 0.08219700306653976, + 0.3811194896697998, + 0.09935081750154495, + 0.027701999992132187, + 0.05417262390255928 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.13015440106391907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033753424882888794 + ], + "opposite_logprob_tokens": [ + -3.4087533950805664 + ], + "logprob_reward": -0.033753424882888794, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033753424882888794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07483325898647308, + 0.03429870307445526, + 0.06393551081418991, + 0.13655002415180206, + 0.14744924008846283, + 0.1732529252767563, + 0.24524198472499847, + 0.06937307864427567, + 0.025991030037403107, + 0.02907431684434414 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.033753424882888794 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063043594360352 + ], + "opposite_logprob_tokens": [ + -0.28130432963371277 + ], + "logprob_reward": -1.4063043594360352, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063043594360352, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13255645334720612, + 0.026717962697148323, + 0.03633337840437889, + 0.17885242402553558, + 0.062022626399993896, + 0.038541533052921295, + 0.18096765875816345, + 0.3072172701358795, + 0.01804245635867119, + 0.01874823123216629 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -1.4063043594360352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34865084290504456 + ], + "opposite_logprob_tokens": [ + -1.2236508131027222 + ], + "logprob_reward": -0.34865084290504456, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34865084290504456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04866915941238403, + 0.041157618165016174, + 0.02872694656252861, + 0.17076295614242554, + 0.026559455320239067, + 0.06850969046354294, + 0.20827500522136688, + 0.3517928421497345, + 0.02509268932044506, + 0.030453581362962723 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.34865084290504456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330414578318596 + ], + "opposite_logprob_tokens": [ + -3.7733042240142822 + ], + "logprob_reward": -0.02330414578318596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330414578318596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12789270281791687, + 0.04408693686127663, + 0.0868062749505043, + 0.2944277822971344, + 0.0658850371837616, + 0.04615391045808792, + 0.20493802428245544, + 0.08245934545993805, + 0.028008010238409042, + 0.01934196799993515 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.02330414578318596 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, panning slowly and steadily to the right, locks the viewer's gaze squarely on a pair of hands, etched with deep wrinkles and light brown age spots. Softly illuminated by a side-lit desk lamp, every wrinkle and vein is clearly visible, as if bearing witness to the passage of time. One of the larger, more robust hands (male), with slightly thicker knuckles, firmly holds the base of a dark, softly patinated antique wood. The other, a more delicate hand (female), with its rounded, neatly manicured nails, gently and slowly traces the intricate and delicate carvings on the object's surface with an almost reverent gesture. As the camera pans, we see the fingertips delicately dig into the carved grooves, feeling the subtle undulations of the wood's grain. The light, as it passes over the fingertips, casts a fleeting, soft highlight on the smoothed, raised edges. The background is blurred into a fuzzy warm color, and a corner of the study can be vaguely seen. The whole picture is shrouded in a quiet, focused and affectionate nostalgic atmosphere, as if this pair of silent hands are telling a story spanning a long time.", + "seed": 1027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000025/group_9/index_6028_seed_1027_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18872954603284597, + "vlm_logprob": -0.18872954603284597, + "vlm_yes_no_margin": 2.300000023841858, + "vlm_token_credit": -0.18872954603284597, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1446322351694107 + ], + "opposite_logprob_tokens": [ + -2.019632339477539 + ], + "logprob_reward": -0.1446322351694107, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1446322351694107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34611862897872925, + 0.04931063950061798, + 0.04249855875968933, + 0.06556790322065353, + 0.08090054243803024, + 0.09903914481401443, + 0.09019065648317337, + 0.10448891669511795, + 0.034088730812072754, + 0.08779623359441757 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.1446322351694107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373083472251892 + ], + "opposite_logprob_tokens": [ + -3.4087307453155518 + ], + "logprob_reward": -0.03373083472251892, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373083472251892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19969996809959412, + 0.061145585030317307, + 0.031958527863025665, + 0.04920905828475952, + 0.18455742299556732, + 0.09626340121030807, + 0.1037384644150734, + 0.05359277501702309, + 0.04709194228053093, + 0.17274285852909088 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.03373083472251892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812938988208771 + ], + "opposite_logprob_tokens": [ + -1.4062938690185547 + ], + "logprob_reward": -0.2812938988208771, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812938988208771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1257246434688568, + 0.056957025080919266, + 0.04215378686785698, + 0.05805769935250282, + 0.04801415652036667, + 0.05908164009451866, + 0.11551734060049057, + 0.10540767014026642, + 0.05892191454768181, + 0.3301641345024109 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.2812938988208771 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47421395778656006 + ], + "opposite_logprob_tokens": [ + -0.9742139577865601 + ], + "logprob_reward": -0.47421395778656006, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47421395778656006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08038213849067688, + 0.06638077646493912, + 0.02283291704952717, + 0.05415138974785805, + 0.03136897832155228, + 0.25371792912483215, + 0.032803796231746674, + 0.05083579197525978, + 0.03693050891160965, + 0.3705958127975464 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.47421395778656006 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two hands visible in the video, one appearing male with thicker knuckles and one appearing female with rounded nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand firmly holding the base of a dark, antique wood object while the other traces its carved surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hands and object clearly illuminated by a side-lit desk lamp, revealing deep wrinkles, veins, and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan slowly and steadily to the right throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred into a fuzzy warm color with only a vague corner of a study visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977680366486311 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.00977680366486311, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977680366486311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2749682366847992, + 0.08765516430139542, + 0.051211338490247726, + 0.07669666409492493, + 0.06839307397603989, + 0.10014413297176361, + 0.10791724175214767, + 0.07081471383571625, + 0.08003301918506622, + 0.0821663960814476 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.00977680366486311 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_0/index_tensor([5842, 5842])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_0/index_tensor([5842, 5842])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7746dcfd1d0c7adced81f77d145699b9e5fee81a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_0/index_tensor([5842, 5842])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, intimate close-up captures a glowing paper lantern, perched precariously on the edge of a dark, weathered wooden ledge. The wood's distinct grain shimmers with a smooth, damp sheen from the humid air, capturing and reflecting the lantern's warm, golden glow. The lantern itself, made of fragile, translucent rice paper laid over a delicate bamboo frame, emanates a soft, flickering light from within. The lantern begins to slide slowly and inexorably, its base gently scraping against the damp surface. Then, the camera begins a steady, deliberate downward tilt, carefully tracking the object as it loses its grip and tumbles down the ledge. Its fragile body descends in a silent, graceful descent, plunging headfirst into a thick, swirling bank of night fog below. The warm point of light flickers in and out as it falls, casting an ethereal halo through the dense fog before being completely swallowed by the profound darkness, creating a poignant and eerie atmosphere.", + "seed": 17139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_0/index_5842_seed_17139_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014263057429343463, + "vlm_logprob": -0.014263057429343463, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.014263057429343463, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018623610958456993 + ], + "opposite_logprob_tokens": [ + -4.0186238288879395 + ], + "logprob_reward": -0.018623610958456993, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018623610958456993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08385322242975235, + 0.042475711554288864, + 0.21304547786712646, + 0.033034492284059525, + 0.12956833839416504, + 0.02138298749923706, + 0.15221542119979858, + 0.16742756962776184, + 0.12491105496883392, + 0.032085809856653214 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.018623610958456993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741991266608238 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006741991266608238, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741991266608238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04922206327319145, + 0.09437859803438187, + 0.07153835892677307, + 0.12519009411334991, + 0.3117988109588623, + 0.025632277131080627, + 0.14290621876716614, + 0.04648642987012863, + 0.04965699836611748, + 0.0831901952624321 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.006741991266608238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298027191311121 + ], + "opposite_logprob_tokens": [ + -3.5298027992248535 + ], + "logprob_reward": -0.0298027191311121, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298027191311121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026697928085923195, + 0.013570450246334076, + 0.00896670576184988, + 0.018270213156938553, + 0.1315513700246811, + 0.021668516099452972, + 0.37159958481788635, + 0.2010508030653, + 0.08804616332054138, + 0.11857821047306061 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.0298027191311121 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253299880772829 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253299880772829, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253299880772829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03671364486217499, + 0.014073699712753296, + 0.14081653952598572, + 0.03136219084262848, + 0.08372621983289719, + 0.031557947397232056, + 0.3788800537586212, + 0.18439386785030365, + 0.059659071266651154, + 0.03881680220365524 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.01253299880772829 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036139669828116894 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036139669828116894, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036139669828116894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02176845259964466, + 0.054900236427783966, + 0.013678762130439281, + 0.0203569158911705, + 0.1213357225060463, + 0.033387500792741776, + 0.28538060188293457, + 0.10970867425203323, + 0.08015195280313492, + 0.25933122634887695 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.0036139669828116894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up captures a glowing paper lantern, perched precariously on the edge of a dark, weathered wooden ledge. The wood's distinct grain shimmers with a smooth, damp sheen from the humid air, capturing and reflecting the lantern's warm, golden glow. The lantern itself, made of fragile, translucent rice paper laid over a delicate bamboo frame, emanates a soft, flickering light from within. The lantern begins to slide slowly and inexorably, its base gently scraping against the damp surface. Then, the camera begins a steady, deliberate downward tilt, carefully tracking the object as it loses its grip and tumbles down the ledge. Its fragile body descends in a silent, graceful descent, plunging headfirst into a thick, swirling bank of night fog below. The warm point of light flickers in and out as it falls, casting an ethereal halo through the dense fog before being completely swallowed by the profound darkness, creating a poignant and eerie atmosphere.", + "seed": 17140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_0/index_5842_seed_17140_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020375606790184974, + "vlm_logprob": -0.020375606790184974, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.020375606790184974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01513262465596199 + ], + "opposite_logprob_tokens": [ + -4.265132427215576 + ], + "logprob_reward": -0.01513262465596199, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01513262465596199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15410733222961426, + 0.03752982243895531, + 0.07118051499128342, + 0.07126407325267792, + 0.03887063264846802, + 0.057362206280231476, + 0.08376825600862503, + 0.16356217861175537, + 0.1341167390346527, + 0.18823817372322083 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.01513262465596199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032014804892241955 + ], + "opposite_logprob_tokens": [ + -5.753201484680176 + ], + "logprob_reward": -0.0032014804892241955, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032014804892241955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10847461968660355, + 0.03914571925997734, + 0.04950862377882004, + 0.08677844703197479, + 0.07152664661407471, + 0.05575598403811455, + 0.1219153180718422, + 0.1518048495054245, + 0.15104928612709045, + 0.16404050588607788 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0032014804892241955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591065287590027 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020591065287590027, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591065287590027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03554191812872887, + 0.046111784875392914, + 0.07356104999780655, + 0.08341480046510696, + 0.021374749019742012, + 0.05198696255683899, + 0.0928371474146843, + 0.20448420941829681, + 0.21429216861724854, + 0.17639529705047607 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.020591065287590027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062033943831920624 + ], + "opposite_logprob_tokens": [ + -2.8120338916778564 + ], + "logprob_reward": -0.062033943831920624, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062033943831920624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024477742612361908, + 0.031508203595876694, + 0.05866507813334465, + 0.1632702648639679, + 0.09799109399318695, + 0.11038459837436676, + 0.1730211228132248, + 0.08394109457731247, + 0.14588563144207, + 0.11085516959428787 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.062033943831920624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009189196862280369 + ], + "opposite_logprob_tokens": [ + -7.000918865203857 + ], + "logprob_reward": -0.0009189196862280369, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009189196862280369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02303808555006981, + 0.01497630961239338, + 0.016128061339259148, + 0.02903309091925621, + 0.028988979756832123, + 0.022233419120311737, + 0.08216386288404465, + 0.14384916424751282, + 0.28437814116477966, + 0.35521093010902405 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0009189196862280369 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up captures a glowing paper lantern, perched precariously on the edge of a dark, weathered wooden ledge. The wood's distinct grain shimmers with a smooth, damp sheen from the humid air, capturing and reflecting the lantern's warm, golden glow. The lantern itself, made of fragile, translucent rice paper laid over a delicate bamboo frame, emanates a soft, flickering light from within. The lantern begins to slide slowly and inexorably, its base gently scraping against the damp surface. Then, the camera begins a steady, deliberate downward tilt, carefully tracking the object as it loses its grip and tumbles down the ledge. Its fragile body descends in a silent, graceful descent, plunging headfirst into a thick, swirling bank of night fog below. The warm point of light flickers in and out as it falls, casting an ethereal halo through the dense fog before being completely swallowed by the profound darkness, creating a poignant and eerie atmosphere.", + "seed": 17141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_0/index_5842_seed_17141_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01877909655449912, + "vlm_logprob": -0.01877909655449912, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.01877909655449912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021934298798441887 + ], + "opposite_logprob_tokens": [ + -3.8969342708587646 + ], + "logprob_reward": -0.021934298798441887, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021934298798441887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1278666853904724, + 0.05842974781990051, + 0.08874715864658356, + 0.34497055411338806, + 0.03937787935137749, + 0.024618398398160934, + 0.14558236300945282, + 0.06482955068349838, + 0.05516325682401657, + 0.05041433125734329 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.021934298798441887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011090303771197796 + ], + "opposite_logprob_tokens": [ + -4.511090278625488 + ], + "logprob_reward": -0.011090303771197796, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011090303771197796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10436730086803436, + 0.04461401328444481, + 0.0630573183298111, + 0.17395541071891785, + 0.1742834746837616, + 0.1408882439136505, + 0.08477751910686493, + 0.06621064245700836, + 0.09966830909252167, + 0.04817778617143631 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.011090303771197796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371458128094673 + ], + "opposite_logprob_tokens": [ + -3.408714532852173 + ], + "logprob_reward": -0.03371458128094673, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371458128094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04357365518808365, + 0.0484936386346817, + 0.026605883613228798, + 0.326363205909729, + 0.041461456567049026, + 0.07830405235290527, + 0.2924496829509735, + 0.0844963937997818, + 0.02738443948328495, + 0.030867578461766243 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.03371458128094673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344336569309235 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344336569309235, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344336569309235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08186619728803635, + 0.035514481365680695, + 0.03141976520419121, + 0.42171919345855713, + 0.055678971111774445, + 0.1603706181049347, + 0.11821625381708145, + 0.030619658529758453, + 0.042488858103752136, + 0.02210604026913643 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.026344336569309235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008119623525999486 + ], + "opposite_logprob_tokens": [ + -7.12581205368042 + ], + "logprob_reward": -0.0008119623525999486, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008119623525999486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04853709414601326, + 0.01810912787914276, + 0.020038604736328125, + 0.26752007007598877, + 0.05385095998644829, + 0.11977995932102203, + 0.18179172277450562, + 0.04945124685764313, + 0.07586848735809326, + 0.16505272686481476 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.0008119623525999486 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, intimate close-up captures a glowing paper lantern, perched precariously on the edge of a dark, weathered wooden ledge. The wood's distinct grain shimmers with a smooth, damp sheen from the humid air, capturing and reflecting the lantern's warm, golden glow. The lantern itself, made of fragile, translucent rice paper laid over a delicate bamboo frame, emanates a soft, flickering light from within. The lantern begins to slide slowly and inexorably, its base gently scraping against the damp surface. Then, the camera begins a steady, deliberate downward tilt, carefully tracking the object as it loses its grip and tumbles down the ledge. Its fragile body descends in a silent, graceful descent, plunging headfirst into a thick, swirling bank of night fog below. The warm point of light flickers in and out as it falls, casting an ethereal halo through the dense fog before being completely swallowed by the profound darkness, creating a poignant and eerie atmosphere.", + "seed": 17142, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_0/index_5842_seed_17142_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009693978074938058, + "vlm_logprob": -0.009693978074938058, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.009693978074938058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0074568032287061214 + ], + "opposite_logprob_tokens": [ + -5.0074567794799805 + ], + "logprob_reward": -0.0074568032287061214, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0074568032287061214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18841135501861572, + 0.055757779628038406, + 0.08463956415653229, + 0.07301770895719528, + 0.03394332528114319, + 0.04027178883552551, + 0.10922368615865707, + 0.14429248869419098, + 0.08352688699960709, + 0.18691545724868774 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0074568032287061214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031945884693413973 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031945884693413973, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031945884693413973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14928193390369415, + 0.10972252488136292, + 0.13012240827083588, + 0.06841908395290375, + 0.04205448552966118, + 0.05391474813222885, + 0.052795324474573135, + 0.07235391438007355, + 0.15078549087047577, + 0.17055009305477142 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0031945884693413973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058347500860691 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058347500860691, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058347500860691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18234500288963318, + 0.051533326506614685, + 0.09636612236499786, + 0.051302023231983185, + 0.03708307817578316, + 0.05842471495270729, + 0.07732538878917694, + 0.16418471932411194, + 0.1715395301580429, + 0.10989613831043243 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.02058347500860691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057809814810753 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016057809814810753, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057809814810753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15252144634723663, + 0.05293109640479088, + 0.11640410125255585, + 0.037378374487161636, + 0.06486701965332031, + 0.061000388115644455, + 0.07175437361001968, + 0.059660568833351135, + 0.11256828904151917, + 0.2709142863750458 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.016057809814810753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a glowing paper lantern made of translucent rice paper over a bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern initially perched on the edge of a dark, weathered wooden ledge with visible grain and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern slide slowly down the ledge, scraping against the surface before tumbling headfirst into the fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady, deliberate downward tilt to track the lantern as it falls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern plunge into a thick, swirling bank of night fog where its light flickers before disappearing into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177213853225112 + ], + "opposite_logprob_tokens": [ + -6.7511773109436035 + ], + "logprob_reward": -0.001177213853225112, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177213853225112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06813696026802063, + 0.03177264705300331, + 0.04300539568066597, + 0.02527678571641445, + 0.024379443377256393, + 0.05853172764182091, + 0.03830208629369736, + 0.13024483621120453, + 0.1984323263168335, + 0.3819177746772766 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.001177213853225112 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_1/index_tensor([5822, 5822])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_1/index_tensor([5822, 5822])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1fa1d2d8939c902bb07b9608c8244ffafcb778ea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_1/index_tensor([5822, 5822])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins at an extremely low angle, then tilts steadily upward as the stack of books rises, shrouding the entire image in a dreamy, soft-focus halo. Against a backdrop of profound darkness, countless heavy, ancient books suddenly rise from a smooth, dark, almost invisible ground. Their hardcovers, bound in faded leather in deep red, dark green, and dark brown, their spines adorned with worn, gilded titles, barely visible in the dim light. As they ascend, countless yellowed, fragile pages flutter frantically through the air like a swarm of moths, and the air is filled with golden dust particles illuminated by a warm, inner glow. With a magical precision that defies the laws of physics, the books swiftly and precisely align, rotate, and seamlessly stack onto one another, rapidly forming a spiraling, seemingly unstable yet miraculously balanced tower. The soft light, primarily derived from the books themselves, imbues the scene with a warm hue, creating an atmosphere of solemnity, mystery, and historical weight, as if witnessing the materialization of knowledge and time.", + "seed": 3350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_1/index_5822_seed_3350_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2644207142293453, + "vlm_logprob": -0.2644207142293453, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.2644207142293453, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18860569596290588 + ], + "opposite_logprob_tokens": [ + -1.8136056661605835 + ], + "logprob_reward": -0.18860569596290588, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18860569596290588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08054282516241074, + 0.3418598771095276, + 0.32237282395362854, + 0.04264242947101593, + 0.02177509479224682, + 0.018820397555828094, + 0.018727051094174385, + 0.02549004554748535, + 0.11863541603088379, + 0.009133987128734589 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.18860569596290588 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706853449344635 + ], + "opposite_logprob_tokens": [ + -2.127068519592285 + ], + "logprob_reward": -0.12706853449344635, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706853449344635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18259906768798828, + 0.15659599006175995, + 0.2514886260032654, + 0.04702877253293991, + 0.12110301107168198, + 0.01844087243080139, + 0.03551890701055527, + 0.1047758162021637, + 0.059660084545612335, + 0.022788841277360916 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.12706853449344635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608455553650856 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.01608455553650856, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608455553650856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10302489250898361, + 0.4435345530509949, + 0.14648829400539398, + 0.060966815799474716, + 0.09585528075695038, + 0.06846663355827332, + 0.012957042083144188, + 0.031661257147789, + 0.020768076181411743, + 0.016277235001325607 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01608455553650856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742686748504639 + ], + "opposite_logprob_tokens": [ + -0.4742686450481415 + ], + "logprob_reward": -0.9742686748504639, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742686748504639, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04152115061879158, + 0.5001530051231384, + 0.08666221052408218, + 0.1268191784620285, + 0.054404791444540024, + 0.051585953682661057, + 0.0642065480351448, + 0.017809735611081123, + 0.0281845536082983, + 0.02865293063223362 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.9742686748504639 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076110303401947 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016076110303401947, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076110303401947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04048987478017807, + 0.46690136194229126, + 0.22064322233200073, + 0.055053867399692535, + 0.03959580510854721, + 0.04517800360918045, + 0.037127502262592316, + 0.04659894108772278, + 0.027089394629001617, + 0.021322030574083328 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.016076110303401947 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "shot begins at an extremely low angle, then tilts steadily upward as the stack of books rises, shrouding the entire image in a dreamy, soft-focus halo. Against a backdrop of profound darkness, countless heavy, ancient books suddenly rise from a smooth, dark, almost invisible ground. Their hardcovers, bound in faded leather in deep red, dark green, and dark brown, their spines adorned with worn, gilded titles, barely visible in the dim light. As they ascend, countless yellowed, fragile pages flutter frantically through the air like a swarm of moths, and the air is filled with golden dust particles illuminated by a warm, inner glow. With a magical precision that defies the laws of physics, the books swiftly and precisely align, rotate, and seamlessly stack onto one another, rapidly forming a spiraling, seemingly unstable yet miraculously balanced tower. The soft light, primarily derived from the books themselves, imbues the scene with a warm hue, creating an atmosphere of solemnity, mystery, and historical weight, as if witnessing the materialization of knowledge and time.", + "seed": 3351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_1/index_5822_seed_3351_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2756796187721193, + "vlm_logprob": -0.2756796187721193, + "vlm_yes_no_margin": 2.474999988079071, + "vlm_token_credit": -0.2756796187721193, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23074977099895477 + ], + "opposite_logprob_tokens": [ + -1.6057497262954712 + ], + "logprob_reward": -0.23074977099895477, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23074977099895477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5230691432952881, + 0.1818423569202423, + 0.02298768423497677, + 0.04401031509041786, + 0.08765745162963867, + 0.06975666433572769, + 0.023826351389288902, + 0.012831696309149265, + 0.016616426408290863, + 0.017401879653334618 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.23074977099895477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004760205745697 + ], + "opposite_logprob_tokens": [ + -2.695047616958618 + ], + "logprob_reward": -0.07004760205745697, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004760205745697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48711061477661133, + 0.08533851057291031, + 0.04954041913151741, + 0.04917965456843376, + 0.056642960757017136, + 0.05994216725230217, + 0.04397673159837723, + 0.08082311600446701, + 0.039319898933172226, + 0.048125848174095154 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07004760205745697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608525961637497 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.01608525961637497, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608525961637497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32339370250701904, + 0.24696214497089386, + 0.0388035923242569, + 0.0418580137193203, + 0.034351564943790436, + 0.06317991763353348, + 0.10283803194761276, + 0.045860886573791504, + 0.033011823892593384, + 0.06974031776189804 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.01608525961637497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538837909698486 + ], + "opposite_logprob_tokens": [ + -0.42888373136520386 + ], + "logprob_reward": -1.0538837909698486, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0538837909698486, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09030457586050034, + 0.24683205783367157, + 0.05150008574128151, + 0.05970991775393486, + 0.05848836898803711, + 0.10480828583240509, + 0.06448255479335785, + 0.2076597660779953, + 0.05215775594115257, + 0.06405666470527649 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -1.0538837909698486 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631670217961073 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631670217961073, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631670217961073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5662176609039307, + 0.059482213109731674, + 0.02484120987355709, + 0.03131299465894699, + 0.03345595672726631, + 0.12357304245233536, + 0.027206508442759514, + 0.06986912339925766, + 0.03202488273382187, + 0.03201639652252197 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.007631670217961073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "shot begins at an extremely low angle, then tilts steadily upward as the stack of books rises, shrouding the entire image in a dreamy, soft-focus halo. Against a backdrop of profound darkness, countless heavy, ancient books suddenly rise from a smooth, dark, almost invisible ground. Their hardcovers, bound in faded leather in deep red, dark green, and dark brown, their spines adorned with worn, gilded titles, barely visible in the dim light. As they ascend, countless yellowed, fragile pages flutter frantically through the air like a swarm of moths, and the air is filled with golden dust particles illuminated by a warm, inner glow. With a magical precision that defies the laws of physics, the books swiftly and precisely align, rotate, and seamlessly stack onto one another, rapidly forming a spiraling, seemingly unstable yet miraculously balanced tower. The soft light, primarily derived from the books themselves, imbues the scene with a warm hue, creating an atmosphere of solemnity, mystery, and historical weight, as if witnessing the materialization of knowledge and time.", + "seed": 3352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_1/index_5822_seed_3352_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21609520278871058, + "vlm_logprob": -0.21609520278871058, + "vlm_yes_no_margin": 2.2749999523162843, + "vlm_token_credit": -0.21609520278871058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28628799319267273 + ], + "opposite_logprob_tokens": [ + -1.4112880229949951 + ], + "logprob_reward": -0.28628799319267273, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28628799319267273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03805667534470558, + 0.056484710425138474, + 0.04741861671209335, + 0.029687710106372833, + 0.14215555787086487, + 0.08863535523414612, + 0.0762680321931839, + 0.15901024639606476, + 0.2980673313140869, + 0.06421573460102081 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.28628799319267273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707304954528809 + ], + "opposite_logprob_tokens": [ + -2.127073049545288 + ], + "logprob_reward": -0.12707304954528809, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707304954528809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052151650190353394, + 0.1269618272781372, + 0.0994938462972641, + 0.062063395977020264, + 0.22378647327423096, + 0.08429086208343506, + 0.0824306383728981, + 0.09823266416788101, + 0.13507702946662903, + 0.03551165759563446 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.12707304954528809 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018206268548965454 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.018206268548965454, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018206268548965454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.072335384786129, + 0.07299107313156128, + 0.2425048053264618, + 0.03283444419503212, + 0.23079825937747955, + 0.08388280123472214, + 0.044414881616830826, + 0.0563526414334774, + 0.035512056201696396, + 0.1283736228942871 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.018206268548965454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328365802764893 + ], + "opposite_logprob_tokens": [ + -0.7578365802764893 + ], + "logprob_reward": -0.6328365802764893, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328365802764893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11113083362579346, + 0.124942347407341, + 0.058312125504016876, + 0.05446469783782959, + 0.098656065762043, + 0.08923374861478806, + 0.07716511934995651, + 0.12264986336231232, + 0.19461125135421753, + 0.06883394718170166 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.6328365802764893 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072122380137444 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072122380137444, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072122380137444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08487437665462494, + 0.0855797529220581, + 0.04973086342215538, + 0.03910085931420326, + 0.1715342104434967, + 0.13512201607227325, + 0.07592134922742844, + 0.08796186745166779, + 0.16130289435386658, + 0.10887175798416138 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.016072122380137444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins at an extremely low angle, then tilts steadily upward as the stack of books rises, shrouding the entire image in a dreamy, soft-focus halo. Against a backdrop of profound darkness, countless heavy, ancient books suddenly rise from a smooth, dark, almost invisible ground. Their hardcovers, bound in faded leather in deep red, dark green, and dark brown, their spines adorned with worn, gilded titles, barely visible in the dim light. As they ascend, countless yellowed, fragile pages flutter frantically through the air like a swarm of moths, and the air is filled with golden dust particles illuminated by a warm, inner glow. With a magical precision that defies the laws of physics, the books swiftly and precisely align, rotate, and seamlessly stack onto one another, rapidly forming a spiraling, seemingly unstable yet miraculously balanced tower. The soft light, primarily derived from the books themselves, imbues the scene with a warm hue, creating an atmosphere of solemnity, mystery, and historical weight, as if witnessing the materialization of knowledge and time.", + "seed": 3353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_1/index_5822_seed_3353_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1473345508798957, + "vlm_logprob": -0.1473345508798957, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.1473345508798957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20833392441272736 + ], + "opposite_logprob_tokens": [ + -1.708333969116211 + ], + "logprob_reward": -0.20833392441272736, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20833392441272736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23571069538593292, + 0.07567882537841797, + 0.09101614356040955, + 0.13214579224586487, + 0.04113820567727089, + 0.03465888276696205, + 0.06787180155515671, + 0.06559924781322479, + 0.049455974251031876, + 0.20672442018985748 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.20833392441272736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033921897411346 + ], + "opposite_logprob_tokens": [ + -2.35033917427063 + ], + "logprob_reward": -0.10033921897411346, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033921897411346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20488041639328003, + 0.04024217650294304, + 0.08188850432634354, + 0.10697199404239655, + 0.0661974549293518, + 0.233635812997818, + 0.045388415455818176, + 0.028955601155757904, + 0.10813985019922256, + 0.08369971811771393 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.10033921897411346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029825512319803238 + ], + "opposite_logprob_tokens": [ + -3.529825448989868 + ], + "logprob_reward": -0.029825512319803238, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029825512319803238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23342512547969818, + 0.03716623783111572, + 0.19544339179992676, + 0.09708086401224136, + 0.10042428970336914, + 0.05116373300552368, + 0.041836466640233994, + 0.03202322497963905, + 0.03188065066933632, + 0.1795560121536255 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.029825512319803238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870968818664551 + ], + "opposite_logprob_tokens": [ + -1.137096881866455 + ], + "logprob_reward": -0.3870968818664551, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870968818664551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19485211372375488, + 0.07722063362598419, + 0.1048697903752327, + 0.055224478244781494, + 0.1235518604516983, + 0.0610075406730175, + 0.05197715014219284, + 0.06236653029918671, + 0.1412661075592041, + 0.12766383588314056 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.3870968818664551 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start at an extremely low angle and tilt steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do countless heavy, ancient books rise from a smooth, dark, almost invisible ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the book hardcovers bound in faded leather with colors including deep red, dark green, and dark brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do yellowed, fragile pages flutter frantically through the air like a swarm of moths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the books align, rotate, and stack to form a spiraling tower with a warm, inner glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110772168263793 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.0110772168263793, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110772168263793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12624575197696686, + 0.05445757508277893, + 0.13972710072994232, + 0.11305150389671326, + 0.16795144975185394, + 0.04943760856986046, + 0.11510593444108963, + 0.06538140028715134, + 0.11991692334413528, + 0.0487247109413147 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0110772168263793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_10/index_tensor([3560, 3560])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_10/index_tensor([3560, 3560])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..54412930193a1ee427c80b39708b70e1472cec38 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_10/index_tensor([3560, 3560])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot from a slightly overhead angle focuses on an exquisite music box, slowly rotating on a dark, polished wooden table. Crafted from polished mahogany, the rectangular box's sides are adorned with delicate floral inlays of mother-of-pearl. Warmly illuminated by a single source, its surface reflects a soft sheen. Atop the music box, a porcelain ballerina doll in a layered tutu pirouettes gracefully and precisely in sync with the base's rotation. Standing on tiptoes, her arms elegantly raised overhead, tiny crystals adorning the hem of her dress catch and scatter light as she moves, creating fleeting flashes. Soft golden light streams in from the side, illuminating the edges of the music box and casting shifting, soft shadows across the tabletop. The background is a blurred, warm-toned study. The scene is shrouded in a tranquil, nostalgic, and slightly magical atmosphere, as if time has frozen in time, leaving only this eternal, graceful dance.", + "seed": 22557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_10/index_3560_seed_22557_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09844975220039487, + "vlm_logprob": -0.09844975220039487, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.09844975220039487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4756091237068176 + ], + "opposite_logprob_tokens": [ + -0.9756091237068176 + ], + "logprob_reward": -0.4756091237068176, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4756091237068176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16854539513587952, + 0.06310587376356125, + 0.01745801419019699, + 0.23707111179828644, + 0.012334450148046017, + 0.009905088692903519, + 0.45179781317710876, + 0.02602338045835495, + 0.009262367151677608, + 0.004496542736887932 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.4756091237068176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103455226868391 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.004103455226868391, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103455226868391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07011443376541138, + 0.054699596017599106, + 0.012765039689838886, + 0.0875726267695427, + 0.008549459278583527, + 0.007259552367031574, + 0.7379854917526245, + 0.010724310763180256, + 0.006616896018385887, + 0.003712604520842433 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.004103455226868391 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978719163686037 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.00978719163686037, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978719163686037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02007267437875271, + 0.01696200668811798, + 0.005464594811201096, + 0.04634993523359299, + 0.004298814572393894, + 0.005596546921879053, + 0.8951371312141418, + 0.001740233157761395, + 0.0021917514968663454, + 0.0021862522698938847 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.00978719163686037 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017093108035624027 + ], + "opposite_logprob_tokens": [ + -6.376709461212158 + ], + "logprob_reward": -0.0017093108035624027, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017093108035624027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20513617992401123, + 0.06180594116449356, + 0.06350331753492355, + 0.2621176540851593, + 0.02367781288921833, + 0.018263699486851692, + 0.3170064389705658, + 0.030217718333005905, + 0.008754591457545757, + 0.009516730904579163 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.0017093108035624027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001039679627865553 + ], + "opposite_logprob_tokens": [ + -6.876039505004883 + ], + "logprob_reward": -0.001039679627865553, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001039679627865553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08523302525281906, + 0.03494478017091751, + 0.04968232288956642, + 0.2655161917209625, + 0.019087160006165504, + 0.01635342836380005, + 0.46983596682548523, + 0.03488245606422424, + 0.017468422651290894, + 0.006996338255703449 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.001039679627865553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly overhead angle focuses on an exquisite music box, slowly rotating on a dark, polished wooden table. Crafted from polished mahogany, the rectangular box's sides are adorned with delicate floral inlays of mother-of-pearl. Warmly illuminated by a single source, its surface reflects a soft sheen. Atop the music box, a porcelain ballerina doll in a layered tutu pirouettes gracefully and precisely in sync with the base's rotation. Standing on tiptoes, her arms elegantly raised overhead, tiny crystals adorning the hem of her dress catch and scatter light as she moves, creating fleeting flashes. Soft golden light streams in from the side, illuminating the edges of the music box and casting shifting, soft shadows across the tabletop. The background is a blurred, warm-toned study. The scene is shrouded in a tranquil, nostalgic, and slightly magical atmosphere, as if time has frozen in time, leaving only this eternal, graceful dance.", + "seed": 22558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_10/index_3560_seed_22558_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03927383350674063, + "vlm_logprob": -0.03927383350674063, + "vlm_yes_no_margin": 4.274999976158142, + "vlm_token_credit": -0.03927383350674063, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14370401203632355 + ], + "opposite_logprob_tokens": [ + -2.0187039375305176 + ], + "logprob_reward": -0.14370401203632355, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14370401203632355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0691288635134697, + 0.03298215568065643, + 0.07977214455604553, + 0.0927981361746788, + 0.18126724660396576, + 0.13948900997638702, + 0.19649797677993774, + 0.11444880813360214, + 0.03974449634552002, + 0.053871169686317444 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.14370401203632355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633090019226074 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007633090019226074, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633090019226074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15253280103206635, + 0.17059533298015594, + 0.2772502601146698, + 0.03907064348459244, + 0.08169620484113693, + 0.08401191234588623, + 0.08265551924705505, + 0.03584078699350357, + 0.0366157665848732, + 0.0397307462990284 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.007633090019226074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980908192694187 + ], + "opposite_logprob_tokens": [ + -3.52980899810791 + ], + "logprob_reward": -0.02980908192694187, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980908192694187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1411229819059372, + 0.0490054115653038, + 0.13668209314346313, + 0.07296520471572876, + 0.16733458638191223, + 0.25599148869514465, + 0.04380066320300102, + 0.05477992817759514, + 0.05292852222919464, + 0.025389116257429123 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.02980908192694187 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014183899387717247 + ], + "opposite_logprob_tokens": [ + -4.26418399810791 + ], + "logprob_reward": -0.014183899387717247, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014183899387717247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3228563070297241, + 0.06625814735889435, + 0.09211861342191696, + 0.048823997378349304, + 0.10564906150102615, + 0.05316370353102684, + 0.03750864788889885, + 0.03217370808124542, + 0.2206767499446869, + 0.020771091803908348 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.014183899387717247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010390841634944081 + ], + "opposite_logprob_tokens": [ + -6.876039028167725 + ], + "logprob_reward": -0.0010390841634944081, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010390841634944081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18110273778438568, + 0.04983910918235779, + 0.19687120616436005, + 0.0795493945479393, + 0.08639033883810043, + 0.0655217170715332, + 0.10533457249403, + 0.04382986202836037, + 0.14779143035411835, + 0.04376961663365364 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0010390841634944081 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly overhead angle focuses on an exquisite music box, slowly rotating on a dark, polished wooden table. Crafted from polished mahogany, the rectangular box's sides are adorned with delicate floral inlays of mother-of-pearl. Warmly illuminated by a single source, its surface reflects a soft sheen. Atop the music box, a porcelain ballerina doll in a layered tutu pirouettes gracefully and precisely in sync with the base's rotation. Standing on tiptoes, her arms elegantly raised overhead, tiny crystals adorning the hem of her dress catch and scatter light as she moves, creating fleeting flashes. Soft golden light streams in from the side, illuminating the edges of the music box and casting shifting, soft shadows across the tabletop. The background is a blurred, warm-toned study. The scene is shrouded in a tranquil, nostalgic, and slightly magical atmosphere, as if time has frozen in time, leaving only this eternal, graceful dance.", + "seed": 22559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_10/index_3560_seed_22559_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026771121355704964, + "vlm_logprob": -0.026771121355704964, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.026771121355704964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08136696368455887 + ], + "opposite_logprob_tokens": [ + -2.581367015838623 + ], + "logprob_reward": -0.08136696368455887, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08136696368455887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5708027482032776, + 0.05328327417373657, + 0.05216618999838829, + 0.10126367211341858, + 0.02815215103328228, + 0.0575406514108181, + 0.01671774871647358, + 0.022126369178295135, + 0.06767455488443375, + 0.03027266263961792 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.08136696368455887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744240876287222 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744240876287222, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744240876287222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3713279664516449, + 0.0641075149178505, + 0.11158246546983719, + 0.04480808973312378, + 0.02371024154126644, + 0.2213055044412613, + 0.022687772288918495, + 0.017340123653411865, + 0.07551565766334534, + 0.04761465638875961 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.006744240876287222 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307744279503822 + ], + "opposite_logprob_tokens": [ + -3.1680774688720703 + ], + "logprob_reward": -0.04307744279503822, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307744279503822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5215054750442505, + 0.04177861660718918, + 0.11307737231254578, + 0.025863664224743843, + 0.044858694076538086, + 0.09062511473894119, + 0.032589878886938095, + 0.01895066723227501, + 0.09657340496778488, + 0.014177164062857628 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.04307744279503822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013329440262168646 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013329440262168646, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013329440262168646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6099855303764343, + 0.06309071183204651, + 0.029611051082611084, + 0.17918181419372559, + 0.012260246090590954, + 0.038193851709365845, + 0.007033982314169407, + 0.006897585466504097, + 0.03254680335521698, + 0.021198436617851257 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0013329440262168646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013340153964236379 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013340153964236379, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013340153964236379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16682304441928864, + 0.07396332919597626, + 0.1011725664138794, + 0.11129999905824661, + 0.056025631725788116, + 0.05601873993873596, + 0.05044439807534218, + 0.04044918715953827, + 0.21011993288993835, + 0.13368310034275055 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0013340153964236379 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly overhead angle focuses on an exquisite music box, slowly rotating on a dark, polished wooden table. Crafted from polished mahogany, the rectangular box's sides are adorned with delicate floral inlays of mother-of-pearl. Warmly illuminated by a single source, its surface reflects a soft sheen. Atop the music box, a porcelain ballerina doll in a layered tutu pirouettes gracefully and precisely in sync with the base's rotation. Standing on tiptoes, her arms elegantly raised overhead, tiny crystals adorning the hem of her dress catch and scatter light as she moves, creating fleeting flashes. Soft golden light streams in from the side, illuminating the edges of the music box and casting shifting, soft shadows across the tabletop. The background is a blurred, warm-toned study. The scene is shrouded in a tranquil, nostalgic, and slightly magical atmosphere, as if time has frozen in time, leaving only this eternal, graceful dance.", + "seed": 22560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_10/index_3560_seed_22560_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03578302992973477, + "vlm_logprob": -0.03578302992973477, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.03578302992973477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1615237444639206 + ], + "opposite_logprob_tokens": [ + -1.911523699760437 + ], + "logprob_reward": -0.1615237444639206, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1615237444639206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1365857720375061, + 0.050086501985788345, + 0.2950807213783264, + 0.08886612206697464, + 0.11154331266880035, + 0.042456891387701035, + 0.05904487520456314, + 0.03474527597427368, + 0.08441217988729477, + 0.09717842936515808 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.1615237444639206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195776604115963 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.003195776604115963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195776604115963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14105066657066345, + 0.0854463130235672, + 0.24998871982097626, + 0.13024714589118958, + 0.10630063712596893, + 0.07523027062416077, + 0.05558418855071068, + 0.05552510544657707, + 0.043852925300598145, + 0.05677402764558792 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.003195776604115963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080518364906311 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080518364906311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080518364906311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22861596941947937, + 0.0472346767783165, + 0.18411020934581757, + 0.07450809329748154, + 0.057277027517557144, + 0.05689247325062752, + 0.11390575766563416, + 0.07492472976446152, + 0.08926451951265335, + 0.07326654344797134 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.011080518364906311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002483262214809656 + ], + "opposite_logprob_tokens": [ + -6.002483367919922 + ], + "logprob_reward": -0.002483262214809656, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002483262214809656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11701034754514694, + 0.14382746815681458, + 0.1796417385339737, + 0.1444208323955536, + 0.11419602483510971, + 0.07923293113708496, + 0.060367222875356674, + 0.024712923914194107, + 0.05097861960530281, + 0.08561193197965622 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.002483262214809656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a rectangular music box crafted from polished mahogany with mother-of-pearl floral inlays?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a porcelain ballerina doll wearing a layered tutu standing on top of the music box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ballerina doll pirouetting with arms raised overhead while tiny crystals on her dress scatter light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a dark, polished wooden table with a blurred, warm-toned study background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from a slightly overhead angle with soft golden lighting casting shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000631848000921309 + ], + "opposite_logprob_tokens": [ + -7.375631809234619 + ], + "logprob_reward": -0.000631848000921309, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.000631848000921309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1292000561952591, + 0.05062214285135269, + 0.2751779556274414, + 0.13056711852550507, + 0.12934552133083344, + 0.07424339652061462, + 0.06976673007011414, + 0.023064112290740013, + 0.03543797880411148, + 0.08257494866847992 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.000631848000921309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_11/index_tensor([1218, 1218])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_11/index_tensor([1218, 1218])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..267724c3604b4d07987449713c5a8d7765d3a26c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_11/index_tensor([1218, 1218])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, captured in a highly detailed 4K vertical format, uses a nearly static, horizontal, handheld perspective to transport the viewer into the vibrant atmosphere of a Japanese tavern. Warm afternoon sunlight streams through a wooden-lattice window on one side of the frame, creating a distinct Tyndall-effect beam in the air, illuminating floating dust particles and an indigo-colored fabric tavern flag suspended from the ceiling, gently fluttering in the air currents. At the center of the frame is a young male musician with slightly tousled dark brown curls. Wearing a washed-blue denim jacket and a white cotton T-shirt, he sits comfortably on a high wooden stool, cradling a natural-wood acoustic guitar. His eyes are slightly closed, a smile of utter immersion on his face. His fingers steadily and deliberately pluck and press the strings, not playing a set piece but engaging in a melodious, spontaneous improvisation. Around him, several friends sat scattered around a rough wooden table, holding glasses of amber-colored fruit wine, tiny droplets of condensation clinging to the sides. Their faces were filled with relaxed smiles, their bodies swaying gently to the rhythm of the music, and they chatted quietly. The entire scene was dominated by warm wood and brick red tones, with the golden highlights of sunlight illuminating the picture, creating an extremely casual, warm, and joyful atmosphere, perfectly capturing a genuine and beautiful afternoon social moment.", + "seed": 3910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_11/index_1218_seed_3910_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.034497976675629614, + "vlm_logprob": -0.034497976675629614, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.034497976675629614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04353167489171028 + ], + "opposite_logprob_tokens": [ + -3.168531656265259 + ], + "logprob_reward": -0.04353167489171028, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04353167489171028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42094773054122925, + 0.10304520279169083, + 0.19263701140880585, + 0.07723920047283173, + 0.036314018070697784, + 0.06716402620077133, + 0.0213695727288723, + 0.03114444948732853, + 0.00811267551034689, + 0.04202611371874809 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04353167489171028 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637230679392815 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.007637230679392815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637230679392815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049004677683115005, + 0.2781350016593933, + 0.17026782035827637, + 0.03402424603700638, + 0.025044143199920654, + 0.03355757147073746, + 0.04799171909689903, + 0.07019700109958649, + 0.24361242353916168, + 0.04816534370183945 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.007637230679392815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302864283323288 + ], + "opposite_logprob_tokens": [ + -3.7733027935028076 + ], + "logprob_reward": -0.023302864283323288, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302864283323288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1586708426475525, + 0.27882206439971924, + 0.20509836077690125, + 0.022543635219335556, + 0.015918780118227005, + 0.021472811698913574, + 0.023910576477646828, + 0.06461498141288757, + 0.1826939880847931, + 0.02625402621924877 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.023302864283323288 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054957568645477295 + ], + "opposite_logprob_tokens": [ + -2.929957628250122 + ], + "logprob_reward": -0.054957568645477295, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054957568645477295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21577277779579163, + 0.40871456265449524, + 0.09839709848165512, + 0.053664304316043854, + 0.03646276891231537, + 0.030287256464362144, + 0.020792031660676003, + 0.028591591864824295, + 0.07661926746368408, + 0.030698290094733238 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.054957568645477295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430605448782444 + ], + "opposite_logprob_tokens": [ + -3.168060541152954 + ], + "logprob_reward": -0.0430605448782444, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430605448782444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2198750376701355, + 0.41544973850250244, + 0.1416039615869522, + 0.06355199217796326, + 0.04069378599524498, + 0.018058663234114647, + 0.02221602015197277, + 0.0294802188873291, + 0.011750535108149052, + 0.03732006251811981 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0430605448782444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured in a highly detailed 4K vertical format, uses a nearly static, horizontal, handheld perspective to transport the viewer into the vibrant atmosphere of a Japanese tavern. Warm afternoon sunlight streams through a wooden-lattice window on one side of the frame, creating a distinct Tyndall-effect beam in the air, illuminating floating dust particles and an indigo-colored fabric tavern flag suspended from the ceiling, gently fluttering in the air currents. At the center of the frame is a young male musician with slightly tousled dark brown curls. Wearing a washed-blue denim jacket and a white cotton T-shirt, he sits comfortably on a high wooden stool, cradling a natural-wood acoustic guitar. His eyes are slightly closed, a smile of utter immersion on his face. His fingers steadily and deliberately pluck and press the strings, not playing a set piece but engaging in a melodious, spontaneous improvisation. Around him, several friends sat scattered around a rough wooden table, holding glasses of amber-colored fruit wine, tiny droplets of condensation clinging to the sides. Their faces were filled with relaxed smiles, their bodies swaying gently to the rhythm of the music, and they chatted quietly. The entire scene was dominated by warm wood and brick red tones, with the golden highlights of sunlight illuminating the picture, creating an extremely casual, warm, and joyful atmosphere, perfectly capturing a genuine and beautiful afternoon social moment.", + "seed": 3911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_11/index_1218_seed_3911_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06211219560354948, + "vlm_logprob": -0.06211219560354948, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.06211219560354948, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04965316131711006 + ], + "opposite_logprob_tokens": [ + -3.0496530532836914 + ], + "logprob_reward": -0.04965316131711006, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04965316131711006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45721447467803955, + 0.10771477967500687, + 0.05418052896857262, + 0.058606937527656555, + 0.049046315252780914, + 0.0292154960334301, + 0.061520613729953766, + 0.043637730181217194, + 0.04613035172224045, + 0.09273276478052139 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.04965316131711006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645367808640003 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645367808640003, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645367808640003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33542177081108093, + 0.14083662629127502, + 0.06361306458711624, + 0.0541774183511734, + 0.07513699680566788, + 0.05733237788081169, + 0.036334630101919174, + 0.048448868095874786, + 0.09973851591348648, + 0.08895967900753021 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.008645367808640003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360591873526573 + ], + "opposite_logprob_tokens": [ + -3.651360511779785 + ], + "logprob_reward": -0.026360591873526573, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360591873526573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24487200379371643, + 0.14450959861278534, + 0.05050810053944588, + 0.044303957372903824, + 0.12460705637931824, + 0.11020872741937637, + 0.07663493603467941, + 0.05355600640177727, + 0.10510874539613724, + 0.045690860599279404 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026360591873526573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296450346708298 + ], + "opposite_logprob_tokens": [ + -2.237964391708374 + ], + "logprob_reward": -0.11296450346708298, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296450346708298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1567871868610382, + 0.23104634881019592, + 0.05261285975575447, + 0.08187966048717499, + 0.14119844138622284, + 0.08179396390914917, + 0.095177561044693, + 0.07861261814832687, + 0.048430852591991425, + 0.03246049955487251 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.11296450346708298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293735355138779 + ], + "opposite_logprob_tokens": [ + -2.2379374504089355 + ], + "logprob_reward": -0.11293735355138779, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293735355138779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4574463367462158, + 0.07783131301403046, + 0.06739114224910736, + 0.029079074040055275, + 0.05588861554861069, + 0.03676465153694153, + 0.039927754551172256, + 0.04167117550969124, + 0.040408432483673096, + 0.15359140932559967 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.11293735355138779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured in a highly detailed 4K vertical format, uses a nearly static, horizontal, handheld perspective to transport the viewer into the vibrant atmosphere of a Japanese tavern. Warm afternoon sunlight streams through a wooden-lattice window on one side of the frame, creating a distinct Tyndall-effect beam in the air, illuminating floating dust particles and an indigo-colored fabric tavern flag suspended from the ceiling, gently fluttering in the air currents. At the center of the frame is a young male musician with slightly tousled dark brown curls. Wearing a washed-blue denim jacket and a white cotton T-shirt, he sits comfortably on a high wooden stool, cradling a natural-wood acoustic guitar. His eyes are slightly closed, a smile of utter immersion on his face. His fingers steadily and deliberately pluck and press the strings, not playing a set piece but engaging in a melodious, spontaneous improvisation. Around him, several friends sat scattered around a rough wooden table, holding glasses of amber-colored fruit wine, tiny droplets of condensation clinging to the sides. Their faces were filled with relaxed smiles, their bodies swaying gently to the rhythm of the music, and they chatted quietly. The entire scene was dominated by warm wood and brick red tones, with the golden highlights of sunlight illuminating the picture, creating an extremely casual, warm, and joyful atmosphere, perfectly capturing a genuine and beautiful afternoon social moment.", + "seed": 3912, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_11/index_1218_seed_3912_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0722020149230957, + "vlm_logprob": -0.0722020149230957, + "vlm_yes_no_margin": 3.024999976158142, + "vlm_token_credit": -0.0722020149230957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16106335818767548 + ], + "opposite_logprob_tokens": [ + -1.911063313484192 + ], + "logprob_reward": -0.16106335818767548, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16106335818767548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17486239969730377, + 0.057091228663921356, + 0.07290288060903549, + 0.022798798978328705, + 0.036473460495471954, + 0.05957359820604324, + 0.223160520195961, + 0.03565311059355736, + 0.21236002445220947, + 0.10512389987707138 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.16106335818767548 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199178665876389 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199178665876389, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199178665876389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20518101751804352, + 0.09428448975086212, + 0.11826350539922714, + 0.06944061815738678, + 0.09182790666818619, + 0.03168096765875816, + 0.04332350566983223, + 0.04837130010128021, + 0.11514892429113388, + 0.18247772753238678 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.014199178665876389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585577934980392 + ], + "opposite_logprob_tokens": [ + -3.895585536956787 + ], + "logprob_reward": -0.020585577934980392, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585577934980392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2500394880771637, + 0.062320783734321594, + 0.0538804829120636, + 0.05584455654025078, + 0.07735169678926468, + 0.10729154199361801, + 0.08218735456466675, + 0.040252938866615295, + 0.1959509700536728, + 0.0748802125453949 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.020585577934980392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270669549703598 + ], + "opposite_logprob_tokens": [ + -2.1270668506622314 + ], + "logprob_reward": -0.1270669549703598, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270669549703598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14700861275196075, + 0.03542041406035423, + 0.07491803169250488, + 0.029160520061850548, + 0.14115190505981445, + 0.015569149516522884, + 0.27956631779670715, + 0.013463420793414116, + 0.23140795528888702, + 0.03233364224433899 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.1270669549703598 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095004856586456 + ], + "opposite_logprob_tokens": [ + -3.288094997406006 + ], + "logprob_reward": -0.038095004856586456, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095004856586456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11997447907924652, + 0.08850809186697006, + 0.05234669893980026, + 0.059894442558288574, + 0.05669434368610382, + 0.08505958318710327, + 0.1897914707660675, + 0.10396759957075119, + 0.11670802533626556, + 0.12705528736114502 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.038095004856586456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured in a highly detailed 4K vertical format, uses a nearly static, horizontal, handheld perspective to transport the viewer into the vibrant atmosphere of a Japanese tavern. Warm afternoon sunlight streams through a wooden-lattice window on one side of the frame, creating a distinct Tyndall-effect beam in the air, illuminating floating dust particles and an indigo-colored fabric tavern flag suspended from the ceiling, gently fluttering in the air currents. At the center of the frame is a young male musician with slightly tousled dark brown curls. Wearing a washed-blue denim jacket and a white cotton T-shirt, he sits comfortably on a high wooden stool, cradling a natural-wood acoustic guitar. His eyes are slightly closed, a smile of utter immersion on his face. His fingers steadily and deliberately pluck and press the strings, not playing a set piece but engaging in a melodious, spontaneous improvisation. Around him, several friends sat scattered around a rough wooden table, holding glasses of amber-colored fruit wine, tiny droplets of condensation clinging to the sides. Their faces were filled with relaxed smiles, their bodies swaying gently to the rhythm of the music, and they chatted quietly. The entire scene was dominated by warm wood and brick red tones, with the golden highlights of sunlight illuminating the picture, creating an extremely casual, warm, and joyful atmosphere, perfectly capturing a genuine and beautiful afternoon social moment.", + "seed": 3913, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_11/index_1218_seed_3913_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06297290846705436, + "vlm_logprob": -0.06297290846705436, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.06297290846705436, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16070051491260529 + ], + "opposite_logprob_tokens": [ + -1.9107005596160889 + ], + "logprob_reward": -0.16070051491260529, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16070051491260529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2444453239440918, + 0.06294988095760345, + 0.015458366833627224, + 0.04025224968791008, + 0.33803847432136536, + 0.09271363168954849, + 0.008880088105797768, + 0.0270355474203825, + 0.11793878674507141, + 0.05228760838508606 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.16070051491260529 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588846877217293 + ], + "opposite_logprob_tokens": [ + -3.8955888748168945 + ], + "logprob_reward": -0.020588846877217293, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588846877217293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2568316161632538, + 0.13903048634529114, + 0.020611178129911423, + 0.03903238847851753, + 0.26276353001594543, + 0.0641314834356308, + 0.010749327950179577, + 0.03159784525632858, + 0.0818304494023323, + 0.09342171996831894 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.020588846877217293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358967646956444 + ], + "opposite_logprob_tokens": [ + -3.6513590812683105 + ], + "logprob_reward": -0.026358967646956444, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358967646956444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.305943101644516, + 0.18334908783435822, + 0.03422451764345169, + 0.04449864849448204, + 0.09698880463838577, + 0.0775146409869194, + 0.02055690437555313, + 0.08710624277591705, + 0.08600485324859619, + 0.06381320208311081 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026358967646956444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903171867132187 + ], + "opposite_logprob_tokens": [ + -2.46403169631958 + ], + "logprob_reward": -0.08903171867132187, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903171867132187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3358398377895355, + 0.11315770447254181, + 0.024495810270309448, + 0.03706623986363411, + 0.17283567786216736, + 0.12085587531328201, + 0.01000462006777525, + 0.03197640925645828, + 0.07223662734031677, + 0.08153122663497925 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.08903171867132187 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a Japanese tavern with warm wood and brick red tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young male musician with dark brown curls wearing a washed-blue denim jacket and white T-shirt visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the musician playing a natural-wood acoustic guitar with a spontaneous improvisation while smiling with eyes slightly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are friends sitting around a rough wooden table drinking amber-colored fruit wine with condensation droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is warm afternoon sunlight streaming through a wooden-lattice window creating a Tyndall-effect beam illuminating an indigo tavern flag?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184494227170944 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184494227170944, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184494227170944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10116539150476456, + 0.07482976466417313, + 0.028306754305958748, + 0.05528267100453377, + 0.3875311017036438, + 0.07082006335258484, + 0.014510959386825562, + 0.1334414929151535, + 0.07614928483963013, + 0.05796249210834503 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.018184494227170944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_12/index_tensor([6908, 6908])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_12/index_tensor([6908, 6908])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..95d26604ba45e07db22a634dfd8b33d785435ccf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_12/index_tensor([6908, 6908])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sharp close-up shot, captured at a high frame rate, begins with a news anchor, sporting a sleek, dark bob and a serious, focused expression, reporting directly into the camera with a slim, futuristic microphone. The camera then steadily and deliberately pulls back to reveal the vast expanse of the scene she inhabits: the interior of a vast, multi-story, futuristic vertical farm. As the camera pulls back, the central subject gradually emerges: a sleek, self-driving transporter, quietly parked on a polished concrete floor, its matte white composite exterior standing out against the surroundings. A thick, translucent power transmission cable connects from the side of the vehicle to a charging port on the wall. A long, blue LED current indicator on the vehicle pulses smoothly, emitting a steady, rhythmic, cool glow. Its smooth, unobstructed motion underscores the clarity of the high frame rate capture. In the background, neat rows of hydroponic racks extend upwards. The lush green plants on the racks, illuminated by purple and pink plant growth lights, add a touch of life to the entire clean and efficient space, creating a futuristic atmosphere of high technology, cleanliness and tranquility.", + "seed": 18666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_12/index_6908_seed_18666_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012946381093934178, + "vlm_logprob": -0.012946381093934178, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.012946381093934178, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01834871806204319 + ], + "opposite_logprob_tokens": [ + -4.018348693847656 + ], + "logprob_reward": -0.01834871806204319, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01834871806204319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.442370742559433, + 0.23393331468105316, + 0.04263671487569809, + 0.03494150564074516, + 0.040710028260946274, + 0.09333476424217224, + 0.024473970755934715, + 0.03910644352436066, + 0.02647308260202408, + 0.022019438445568085 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01834871806204319 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786602109670639 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786602109670639, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786602109670639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12395008653402328, + 0.2614741921424866, + 0.030705636367201805, + 0.052423156797885895, + 0.03569318726658821, + 0.19079238176345825, + 0.0383777916431427, + 0.17044995725154877, + 0.034630101174116135, + 0.06150352582335472 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.009786602109670639 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195182653144002 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.003195182653144002, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195182653144002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24992060661315918, + 0.08181579411029816, + 0.0328485332429409, + 0.03317217528820038, + 0.05006121098995209, + 0.14201673865318298, + 0.11530707031488419, + 0.12630411982536316, + 0.06163331866264343, + 0.10692034661769867 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.003195182653144002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787791892886162 + ], + "opposite_logprob_tokens": [ + -3.52978777885437 + ], + "logprob_reward": -0.029787791892886162, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787791892886162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2597028911113739, + 0.18739135563373566, + 0.024470407515764236, + 0.04142308980226517, + 0.06328780204057693, + 0.08359593898057938, + 0.052807386964559555, + 0.04325314238667488, + 0.13138394057750702, + 0.11268407106399536 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.029787791892886162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613610751926899 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613610751926899, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613610751926899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09021645784378052, + 0.05019588768482208, + 0.04356802627444267, + 0.06092032417654991, + 0.13212476670742035, + 0.1604328155517578, + 0.07087165117263794, + 0.11474516987800598, + 0.13472773134708405, + 0.14219717681407928 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.003613610751926899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sharp close-up shot, captured at a high frame rate, begins with a news anchor, sporting a sleek, dark bob and a serious, focused expression, reporting directly into the camera with a slim, futuristic microphone. The camera then steadily and deliberately pulls back to reveal the vast expanse of the scene she inhabits: the interior of a vast, multi-story, futuristic vertical farm. As the camera pulls back, the central subject gradually emerges: a sleek, self-driving transporter, quietly parked on a polished concrete floor, its matte white composite exterior standing out against the surroundings. A thick, translucent power transmission cable connects from the side of the vehicle to a charging port on the wall. A long, blue LED current indicator on the vehicle pulses smoothly, emitting a steady, rhythmic, cool glow. Its smooth, unobstructed motion underscores the clarity of the high frame rate capture. In the background, neat rows of hydroponic racks extend upwards. The lush green plants on the racks, illuminated by purple and pink plant growth lights, add a touch of life to the entire clean and efficient space, creating a futuristic atmosphere of high technology, cleanliness and tranquility.", + "seed": 18667, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_12/index_6908_seed_18667_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02141270926222205, + "vlm_logprob": -0.02141270926222205, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02141270926222205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07033286988735199 + ], + "opposite_logprob_tokens": [ + -2.6953327655792236 + ], + "logprob_reward": -0.07033286988735199, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07033286988735199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10231576859951019, + 0.05996453016996384, + 0.04198504239320755, + 0.18342815339565277, + 0.1397559940814972, + 0.031767718493938446, + 0.0553307868540287, + 0.14469468593597412, + 0.19790318608283997, + 0.04285413771867752 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.07033286988735199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978530291467905 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.00978530291467905, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978530291467905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03746451437473297, + 0.034435417503118515, + 0.04048027843236923, + 0.09759552031755447, + 0.08739953488111496, + 0.12349139153957367, + 0.07776504755020142, + 0.3376106321811676, + 0.037659503519535065, + 0.12609818577766418 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.00978530291467905 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639812279492617 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639812279492617, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639812279492617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02833484299480915, + 0.02778591215610504, + 0.021897463127970695, + 0.1821471005678177, + 0.2992393672466278, + 0.05073682591319084, + 0.13361522555351257, + 0.09348644316196442, + 0.09762587398290634, + 0.06513091921806335 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.004639812279492617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530055828392506 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.012530055828392506, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530055828392506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024046633392572403, + 0.013079806230962276, + 0.012349090538918972, + 0.08462071418762207, + 0.11069133877754211, + 0.04582195356488228, + 0.11040636897087097, + 0.31174153089523315, + 0.229513481259346, + 0.05772901326417923 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.012530055828392506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775505401194096 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775505401194096, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775505401194096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03404550999403, + 0.022583454847335815, + 0.016018254682421684, + 0.16380104422569275, + 0.11992856115102768, + 0.0889587327837944, + 0.08798424154520035, + 0.11542201787233353, + 0.3254094123840332, + 0.025848714634776115 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.009775505401194096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sharp close-up shot, captured at a high frame rate, begins with a news anchor, sporting a sleek, dark bob and a serious, focused expression, reporting directly into the camera with a slim, futuristic microphone. The camera then steadily and deliberately pulls back to reveal the vast expanse of the scene she inhabits: the interior of a vast, multi-story, futuristic vertical farm. As the camera pulls back, the central subject gradually emerges: a sleek, self-driving transporter, quietly parked on a polished concrete floor, its matte white composite exterior standing out against the surroundings. A thick, translucent power transmission cable connects from the side of the vehicle to a charging port on the wall. A long, blue LED current indicator on the vehicle pulses smoothly, emitting a steady, rhythmic, cool glow. Its smooth, unobstructed motion underscores the clarity of the high frame rate capture. In the background, neat rows of hydroponic racks extend upwards. The lush green plants on the racks, illuminated by purple and pink plant growth lights, add a touch of life to the entire clean and efficient space, creating a futuristic atmosphere of high technology, cleanliness and tranquility.", + "seed": 18668, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_12/index_6908_seed_18668_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03463131133466959, + "vlm_logprob": -0.03463131133466959, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03463131133466959, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0796150416135788 + ], + "opposite_logprob_tokens": [ + -2.5796151161193848 + ], + "logprob_reward": -0.0796150416135788, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0796150416135788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10581624507904053, + 0.1153680682182312, + 0.0423286035656929, + 0.08808247745037079, + 0.09097707271575928, + 0.09444627165794373, + 0.02015356905758381, + 0.0674336850643158, + 0.011012827046215534, + 0.3643811047077179 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0796150416135788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193509429693222 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193509429693222, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193509429693222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10374332964420319, + 0.04220762476325035, + 0.03848009184002876, + 0.21028639376163483, + 0.07836385071277618, + 0.14598806202411652, + 0.01794322021305561, + 0.10696124285459518, + 0.019415277987718582, + 0.23661088943481445 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.018193509429693222 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263508390635252 + ], + "opposite_logprob_tokens": [ + -3.651350736618042 + ], + "logprob_reward": -0.0263508390635252, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263508390635252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10447100549936295, + 0.03196795657277107, + 0.03168891370296478, + 0.12341594696044922, + 0.20360195636749268, + 0.14955927431583405, + 0.039167631417512894, + 0.026888081803917885, + 0.02008596993982792, + 0.26915326714515686 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.0263508390635252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305084049701691 + ], + "opposite_logprob_tokens": [ + -3.168050765991211 + ], + "logprob_reward": -0.04305084049701691, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305084049701691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20928660035133362, + 0.03395956754684448, + 0.041802842170000076, + 0.12108234316110611, + 0.09185062348842621, + 0.09671685844659805, + 0.02803933061659336, + 0.10671168565750122, + 0.013484681025147438, + 0.25706541538238525 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.04305084049701691 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946326069533825 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946326069533825, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946326069533825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19231422245502472, + 0.056291867047548294, + 0.035257622599601746, + 0.12036634981632233, + 0.09306762367486954, + 0.1638675332069397, + 0.03777044638991356, + 0.07509590685367584, + 0.017944596707820892, + 0.2080238312482834 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.005946326069533825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sharp close-up shot, captured at a high frame rate, begins with a news anchor, sporting a sleek, dark bob and a serious, focused expression, reporting directly into the camera with a slim, futuristic microphone. The camera then steadily and deliberately pulls back to reveal the vast expanse of the scene she inhabits: the interior of a vast, multi-story, futuristic vertical farm. As the camera pulls back, the central subject gradually emerges: a sleek, self-driving transporter, quietly parked on a polished concrete floor, its matte white composite exterior standing out against the surroundings. A thick, translucent power transmission cable connects from the side of the vehicle to a charging port on the wall. A long, blue LED current indicator on the vehicle pulses smoothly, emitting a steady, rhythmic, cool glow. Its smooth, unobstructed motion underscores the clarity of the high frame rate capture. In the background, neat rows of hydroponic racks extend upwards. The lush green plants on the racks, illuminated by purple and pink plant growth lights, add a touch of life to the entire clean and efficient space, creating a futuristic atmosphere of high technology, cleanliness and tranquility.", + "seed": 18669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_12/index_6908_seed_18669_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008635392412543297, + "vlm_logprob": -0.008635392412543297, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.008635392412543297, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018362529575824738 + ], + "opposite_logprob_tokens": [ + -4.018362522125244 + ], + "logprob_reward": -0.018362529575824738, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018362529575824738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14422450959682465, + 0.06664824485778809, + 0.07576688379049301, + 0.09038202464580536, + 0.11357280611991882, + 0.2432088553905487, + 0.04541363939642906, + 0.08640509843826294, + 0.07961096614599228, + 0.054766926914453506 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.018362529575824738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951658822596073 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951658822596073, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951658822596073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04072245582938194, + 0.02706066705286503, + 0.04205431789159775, + 0.029528886079788208, + 0.08563815802335739, + 0.430282860994339, + 0.028775468468666077, + 0.1002059355378151, + 0.15266290307044983, + 0.06306835263967514 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.005951658822596073 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036182431504130363 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036182431504130363, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036182431504130363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03550625592470169, + 0.027676934376358986, + 0.035283464938402176, + 0.07052400708198547, + 0.10980898886919022, + 0.125522643327713, + 0.06577787548303604, + 0.08179496228694916, + 0.21695256233215332, + 0.2311522513628006 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.0036182431504130363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621851284056902 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621851284056902, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621851284056902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04224695265293121, + 0.03902987018227577, + 0.0375378392636776, + 0.05472565069794655, + 0.15599527955055237, + 0.11809615790843964, + 0.09953530877828598, + 0.24206092953681946, + 0.12808923423290253, + 0.08268274366855621 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.007621851284056902 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video a sharp close-up shot that begins with a news anchor sporting a dark bob haircut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera steadily pull back to reveal a vast, multi-story futuristic vertical farm interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, matte white self-driving transporter visible parked on a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a thick translucent power cable connected to the vehicle with a pulsing blue LED indicator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are neat rows of hydroponic racks with green plants illuminated by purple and pink lights visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622679229825735 + ], + "opposite_logprob_tokens": [ + -4.882622718811035 + ], + "logprob_reward": -0.007622679229825735, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622679229825735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026587799191474915, + 0.01732000522315502, + 0.019941238686442375, + 0.019738715142011642, + 0.01617688313126564, + 0.28492626547813416, + 0.02471007965505123, + 0.4127338230609894, + 0.1260962039232254, + 0.051768958568573 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.007622679229825735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_13/index_tensor([1988, 1988])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_13/index_tensor([1988, 1988])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..93779ba222eaf07ca8205598206f85e6ffdcd978 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_13/index_tensor([1988, 1988])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures an elegant hardcover biography as it slowly and gracefully spirals through an indeterminate, soft space. The book's cover, a deep, desaturated crimson with a matte texture, features a classic black-and-white portrait of a glamorous Hollywood actress from the 1940s. The title, embossed in a timeless serif font, is delicately non-reflective gold foil. As the book spins weightlessly on its vertical axis, its thick, cream-colored pages gently flutter and separate like a slow-motion waterfall, revealing a series of timeless black-and-white photographs from film sets and premieres. The scene is illuminated by a single, soft, diffuse light from above, creating gentle highlights on the book's spine and along the edges of the rippled pages, while the background fades into a dark, out-of-focus void. The visuals are rendered in a rich, desaturated color gradient, deepening the shadows and lending the image a nostalgic, dreamlike quality, perfectly evoking an atmosphere of tranquility and respect for fond memories.", + "seed": 27068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_13/index_1988_seed_27068_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18307452872395516, + "vlm_logprob": -0.18307452872395516, + "vlm_yes_no_margin": 2.0249999940395353, + "vlm_token_credit": -0.18307452872395516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4765374958515167 + ], + "opposite_logprob_tokens": [ + -0.9765374660491943 + ], + "logprob_reward": -0.4765374958515167, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4765374958515167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1595294028520584, + 0.0358593724668026, + 0.004310221411287785, + 0.03315245360136032, + 0.009704590775072575, + 0.015482398681342602, + 0.010180298238992691, + 0.7189908623695374, + 0.006146358326077461, + 0.006644023582339287 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.4765374958515167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043121859431266785 + ], + "opposite_logprob_tokens": [ + -3.168121814727783 + ], + "logprob_reward": -0.043121859431266785, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043121859431266785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23301728069782257, + 0.12687791883945465, + 0.04085798189043999, + 0.09285805374383926, + 0.021724743768572807, + 0.016318485140800476, + 0.011617315001785755, + 0.424234539270401, + 0.010286408476531506, + 0.02220725640654564 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.043121859431266785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430825836956501 + ], + "opposite_logprob_tokens": [ + -3.1680824756622314 + ], + "logprob_reward": -0.0430825836956501, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430825836956501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0947205200791359, + 0.0378359779715538, + 0.0069726090878248215, + 0.030371876433491707, + 0.02577272430062294, + 0.019277889281511307, + 0.012926300056278706, + 0.748095691204071, + 0.014273774810135365, + 0.009752717800438404 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0430825836956501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707440555095673 + ], + "opposite_logprob_tokens": [ + -2.1270744800567627 + ], + "logprob_reward": -0.12707440555095673, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707440555095673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09429305791854858, + 0.0761987641453743, + 0.03767678141593933, + 0.05303643271327019, + 0.034534186124801636, + 0.023508137091994286, + 0.040532186627388, + 0.5842000842094421, + 0.04087984189391136, + 0.015140541829168797 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.12707440555095673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555629909038544 + ], + "opposite_logprob_tokens": [ + -1.6005562543869019 + ], + "logprob_reward": -0.22555629909038544, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555629909038544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5047894716262817, + 0.06033764407038689, + 0.10738791525363922, + 0.054232992231845856, + 0.07098362594842911, + 0.038524169474840164, + 0.04218466579914093, + 0.07038209587335587, + 0.021486546844244003, + 0.029690846800804138 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.22555629909038544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures an elegant hardcover biography as it slowly and gracefully spirals through an indeterminate, soft space. The book's cover, a deep, desaturated crimson with a matte texture, features a classic black-and-white portrait of a glamorous Hollywood actress from the 1940s. The title, embossed in a timeless serif font, is delicately non-reflective gold foil. As the book spins weightlessly on its vertical axis, its thick, cream-colored pages gently flutter and separate like a slow-motion waterfall, revealing a series of timeless black-and-white photographs from film sets and premieres. The scene is illuminated by a single, soft, diffuse light from above, creating gentle highlights on the book's spine and along the edges of the rippled pages, while the background fades into a dark, out-of-focus void. The visuals are rendered in a rich, desaturated color gradient, deepening the shadows and lending the image a nostalgic, dreamlike quality, perfectly evoking an atmosphere of tranquility and respect for fond memories.", + "seed": 27069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_13/index_1988_seed_27069_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06836164258420467, + "vlm_logprob": -0.06836164258420467, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.06836164258420467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1980622261762619 + ], + "opposite_logprob_tokens": [ + -1.8230621814727783 + ], + "logprob_reward": -0.1980622261762619, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1980622261762619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5638121366500854, + 0.04955654218792915, + 0.027798641473054886, + 0.07294893264770508, + 0.051068127155303955, + 0.02081000618636608, + 0.05546681210398674, + 0.05641324445605278, + 0.03380134701728821, + 0.06832418590784073 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.1980622261762619 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867850989103317 + ], + "opposite_logprob_tokens": [ + -3.048678398132324 + ], + "logprob_reward": -0.04867850989103317, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867850989103317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3324875831604004, + 0.05241560563445091, + 0.054480765014886856, + 0.0753558948636055, + 0.14511699974536896, + 0.030780207365751266, + 0.0955272763967514, + 0.07865148037672043, + 0.07428812980651855, + 0.06089611351490021 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.04867850989103317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809535130858421 + ], + "opposite_logprob_tokens": [ + -3.288095235824585 + ], + "logprob_reward": -0.03809535130858421, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809535130858421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4729621112346649, + 0.03780749440193176, + 0.09896687418222427, + 0.04732890799641609, + 0.039607156068086624, + 0.03344328701496124, + 0.0493430495262146, + 0.11022157967090607, + 0.04782072827219963, + 0.06249881908297539 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.03809535130858421 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289239034056664 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289239034056664, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289239034056664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5502437353134155, + 0.041659239679574966, + 0.03611859679222107, + 0.05122358351945877, + 0.05898154154419899, + 0.030756616964936256, + 0.1269761323928833, + 0.036106809973716736, + 0.04940086975693703, + 0.018532872200012207 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.023289239034056664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368288651108742 + ], + "opposite_logprob_tokens": [ + -3.4086828231811523 + ], + "logprob_reward": -0.03368288651108742, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368288651108742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22257229685783386, + 0.028849909082055092, + 0.04217454791069031, + 0.030676979571580887, + 0.07727548480033875, + 0.0463838130235672, + 0.11697360873222351, + 0.03772672265768051, + 0.3562830090522766, + 0.041083648800849915 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.03368288651108742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures an elegant hardcover biography as it slowly and gracefully spirals through an indeterminate, soft space. The book's cover, a deep, desaturated crimson with a matte texture, features a classic black-and-white portrait of a glamorous Hollywood actress from the 1940s. The title, embossed in a timeless serif font, is delicately non-reflective gold foil. As the book spins weightlessly on its vertical axis, its thick, cream-colored pages gently flutter and separate like a slow-motion waterfall, revealing a series of timeless black-and-white photographs from film sets and premieres. The scene is illuminated by a single, soft, diffuse light from above, creating gentle highlights on the book's spine and along the edges of the rippled pages, while the background fades into a dark, out-of-focus void. The visuals are rendered in a rich, desaturated color gradient, deepening the shadows and lending the image a nostalgic, dreamlike quality, perfectly evoking an atmosphere of tranquility and respect for fond memories.", + "seed": 27070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_13/index_1988_seed_27070_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10089601166546344, + "vlm_logprob": -0.10089601166546344, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.10089601166546344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.260235995054245 + ], + "opposite_logprob_tokens": [ + -1.5102360248565674 + ], + "logprob_reward": -0.260235995054245, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.260235995054245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11592017114162445, + 0.032080311328172684, + 0.030216895043849945, + 0.04639996960759163, + 0.11013217270374298, + 0.13192369043827057, + 0.11393564194440842, + 0.028233850374817848, + 0.2563229501247406, + 0.13483433425426483 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.260235995054245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207853555679321 + ], + "opposite_logprob_tokens": [ + -2.8120784759521484 + ], + "logprob_reward": -0.06207853555679321, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207853555679321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057133495807647705, + 0.051502715796232224, + 0.03436104208230972, + 0.10255531966686249, + 0.11449582874774933, + 0.26028141379356384, + 0.04801016300916672, + 0.036804523319005966, + 0.19080770015716553, + 0.10404786467552185 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.06207853555679321 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586861297488213 + ], + "opposite_logprob_tokens": [ + -3.8955869674682617 + ], + "logprob_reward": -0.020586861297488213, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586861297488213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13563992083072662, + 0.08464593440294266, + 0.08150996267795563, + 0.07329760491847992, + 0.11620777100324631, + 0.2845141887664795, + 0.10908057540655136, + 0.06026254594326019, + 0.019386591389775276, + 0.03545491397380829 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.020586861297488213 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294001340866089 + ], + "opposite_logprob_tokens": [ + -2.2379400730133057 + ], + "logprob_reward": -0.11294001340866089, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294001340866089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17318785190582275, + 0.08155485987663269, + 0.060880955308675766, + 0.09265973418951035, + 0.0515974685549736, + 0.1469774693250656, + 0.09076713025569916, + 0.10717122256755829, + 0.09014817327260971, + 0.10505513101816177 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.11294001340866089 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863865301012993 + ], + "opposite_logprob_tokens": [ + -3.0486385822296143 + ], + "logprob_reward": -0.04863865301012993, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863865301012993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17377643287181854, + 0.0871240571141243, + 0.1627051681280136, + 0.2901259958744049, + 0.03645080700516701, + 0.060795970261096954, + 0.03909631818532944, + 0.02964634634554386, + 0.06709800660610199, + 0.05318092927336693 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.04863865301012993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures an elegant hardcover biography as it slowly and gracefully spirals through an indeterminate, soft space. The book's cover, a deep, desaturated crimson with a matte texture, features a classic black-and-white portrait of a glamorous Hollywood actress from the 1940s. The title, embossed in a timeless serif font, is delicately non-reflective gold foil. As the book spins weightlessly on its vertical axis, its thick, cream-colored pages gently flutter and separate like a slow-motion waterfall, revealing a series of timeless black-and-white photographs from film sets and premieres. The scene is illuminated by a single, soft, diffuse light from above, creating gentle highlights on the book's spine and along the edges of the rippled pages, while the background fades into a dark, out-of-focus void. The visuals are rendered in a rich, desaturated color gradient, deepening the shadows and lending the image a nostalgic, dreamlike quality, perfectly evoking an atmosphere of tranquility and respect for fond memories.", + "seed": 27071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_13/index_1988_seed_27071_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3171312876045704, + "vlm_logprob": -0.3171312876045704, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.3171312876045704, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0585800409317017 + ], + "opposite_logprob_tokens": [ + -0.43358007073402405 + ], + "logprob_reward": -1.0585800409317017, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0585800409317017, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19769975543022156, + 0.12918104231357574, + 0.14073312282562256, + 0.1184622198343277, + 0.1497553139925003, + 0.09567476063966751, + 0.025562511757016182, + 0.03202703222632408, + 0.05802025645971298, + 0.05288400501012802 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -1.0585800409317017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210799887776375 + ], + "opposite_logprob_tokens": [ + -2.812108039855957 + ], + "logprob_reward": -0.06210799887776375, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210799887776375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17710532248020172, + 0.10658272355794907, + 0.23832182586193085, + 0.08658265322446823, + 0.1295945793390274, + 0.048013657331466675, + 0.02458462491631508, + 0.056381989270448685, + 0.058965545147657394, + 0.0738670602440834 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.06210799887776375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003770768642426 + ], + "opposite_logprob_tokens": [ + -2.695037603378296 + ], + "logprob_reward": -0.07003770768642426, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003770768642426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1063658818602562, + 0.0779491737484932, + 0.3666357696056366, + 0.08663345128297806, + 0.14458067715168, + 0.07417724281549454, + 0.02658059261739254, + 0.019517894834280014, + 0.04051656275987625, + 0.0570426881313324 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.07003770768642426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282959699630737 + ], + "opposite_logprob_tokens": [ + -2.017829656600952 + ], + "logprob_reward": -0.14282959699630737, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282959699630737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07697048038244247, + 0.10070028156042099, + 0.3408925533294678, + 0.14364123344421387, + 0.09694302827119827, + 0.02523409202694893, + 0.06162574887275696, + 0.023655587807297707, + 0.07656748592853546, + 0.0537695437669754 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.14282959699630737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant hardcover biography book?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover deep desaturated crimson with a matte texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book spin slowly and gracefully on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the cream-colored pages flutter and separate like a slow-motion waterfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus void illuminated by a single soft diffuse light from above?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521010935306549 + ], + "opposite_logprob_tokens": [ + -1.5021010637283325 + ], + "logprob_reward": -0.2521010935306549, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521010935306549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13300460577011108, + 0.054527416825294495, + 0.2906818389892578, + 0.054732926189899445, + 0.04800039157271385, + 0.04064224660396576, + 0.07347753643989563, + 0.06612943112850189, + 0.18014506995677948, + 0.05865857005119324 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.2521010935306549 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_14/index_tensor([2405, 2405])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_14/index_tensor([2405, 2405])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9419ab76545ff56b7faa7c66b49bb6b6dd1e307f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_14/index_tensor([2405, 2405])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from an upward angle, the camera slowly pans right across the murky seafloor, revealing a giant octopus perched atop a patch of ancient volcanic rock covered in deep green algae. Its bulbous head is massive and heavy, its wrinkled and textured skin a shifting iridescence, transitioning from deep indigo to vibrant magenta, dotted with faint, star-like bioluminescent specks. One of its enormous, iridescent tentacle unfolds gracefully and powerfully, like a giant beast awakening. The neatly arranged white suction cups on its inner surface expand and contract in the water as it stretches, as if testing the tranquil waters surrounding it. A few faint rays of Jesus light penetrated through the sea surface, forming swaying beams of light in the deep blue water full of suspended particles, which just illuminated the octopus's outstretched limbs, highlighting the slippery luster and complex color changes of its skin. The occasional silvery schools of fish quickly passed by in the background, further contrasting the calm and composed posture of this giant beast. The whole scene was filled with a tranquil, mysterious and awe-inspiring atmosphere, showing the magnificence and wonder of deep-sea life.", + "seed": 908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_14/index_2405_seed_908_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04918733760714531, + "vlm_logprob": -0.04918733760714531, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.04918733760714531, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14718817174434662 + ], + "opposite_logprob_tokens": [ + -2.022188186645508 + ], + "logprob_reward": -0.14718817174434662, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14718817174434662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14108949899673462, + 0.019282132387161255, + 0.0168780330568552, + 0.5518789887428284, + 0.02326148748397827, + 0.021989164873957634, + 0.04800437390804291, + 0.0940476506948471, + 0.052905645221471786, + 0.030663060024380684 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.14718817174434662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038138724863529205 + ], + "opposite_logprob_tokens": [ + -3.2881386280059814 + ], + "logprob_reward": -0.038138724863529205, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038138724863529205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1451484113931656, + 0.04702524468302727, + 0.07143672555685043, + 0.1873953640460968, + 0.09648863226175308, + 0.054754238575696945, + 0.09689547121524811, + 0.1619637906551361, + 0.05262487009167671, + 0.08626724779605865 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.038138724863529205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198424950242043 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198424950242043, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198424950242043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12321911007165909, + 0.03533850610256195, + 0.034040212631225586, + 0.24403327703475952, + 0.056074898689985275, + 0.03640585020184517, + 0.05262616276741028, + 0.13532385230064392, + 0.14152801036834717, + 0.14141011238098145 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.018198424950242043 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073763370513916 + ], + "opposite_logprob_tokens": [ + -4.141073703765869 + ], + "logprob_reward": -0.016073763370513916, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073763370513916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05595245212316513, + 0.05018540099263191, + 0.03298015892505646, + 0.3907473087310791, + 0.06015658378601074, + 0.050525959581136703, + 0.09571073949337006, + 0.10781297832727432, + 0.11537255346775055, + 0.040555860847234726 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.016073763370513916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337603107094765 + ], + "opposite_logprob_tokens": [ + -3.6513376235961914 + ], + "logprob_reward": -0.026337603107094765, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337603107094765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05965157970786095, + 0.029262840747833252, + 0.029903065413236618, + 0.46208319067955017, + 0.04004467651247978, + 0.06895090639591217, + 0.023474181070923805, + 0.23562566936016083, + 0.023436803370714188, + 0.027567178010940552 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.026337603107094765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an upward angle, the camera slowly pans right across the murky seafloor, revealing a giant octopus perched atop a patch of ancient volcanic rock covered in deep green algae. Its bulbous head is massive and heavy, its wrinkled and textured skin a shifting iridescence, transitioning from deep indigo to vibrant magenta, dotted with faint, star-like bioluminescent specks. One of its enormous, iridescent tentacle unfolds gracefully and powerfully, like a giant beast awakening. The neatly arranged white suction cups on its inner surface expand and contract in the water as it stretches, as if testing the tranquil waters surrounding it. A few faint rays of Jesus light penetrated through the sea surface, forming swaying beams of light in the deep blue water full of suspended particles, which just illuminated the octopus's outstretched limbs, highlighting the slippery luster and complex color changes of its skin. The occasional silvery schools of fish quickly passed by in the background, further contrasting the calm and composed posture of this giant beast. The whole scene was filled with a tranquil, mysterious and awe-inspiring atmosphere, showing the magnificence and wonder of deep-sea life.", + "seed": 909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_14/index_2405_seed_909_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08323068581521512, + "vlm_logprob": -0.08323068581521512, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.08323068581521512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18763798475265503 + ], + "opposite_logprob_tokens": [ + -1.8126380443572998 + ], + "logprob_reward": -0.18763798475265503, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18763798475265503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06489399820566177, + 0.0683683529496193, + 0.080034039914608, + 0.04868626594543457, + 0.08708839118480682, + 0.05628314986824989, + 0.11451099067926407, + 0.16072618961334229, + 0.25859296321868896, + 0.06081561744213104 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.18763798475265503 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709560990333557 + ], + "opposite_logprob_tokens": [ + -2.1270956993103027 + ], + "logprob_reward": -0.12709560990333557, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709560990333557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10524725914001465, + 0.03529892489314079, + 0.049069661647081375, + 0.07517095655202866, + 0.18919305503368378, + 0.07168769836425781, + 0.06409119814634323, + 0.11569315940141678, + 0.1419582962989807, + 0.1525897979736328 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.12709560990333557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308804258704185 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308804258704185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308804258704185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17189371585845947, + 0.07800513505935669, + 0.3028707206249237, + 0.04321493208408356, + 0.06876663118600845, + 0.02536419779062271, + 0.04949962720274925, + 0.12178521603345871, + 0.04869578406214714, + 0.08990403264760971 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.023308804258704185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075406223535538 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075406223535538, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075406223535538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04059349000453949, + 0.021906470879912376, + 0.06784795224666595, + 0.036501672118902206, + 0.06262722611427307, + 0.06550294160842896, + 0.15545645356178284, + 0.30116090178489685, + 0.22951734066009521, + 0.01888560689985752 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.016075406223535538 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203562393784523 + ], + "opposite_logprob_tokens": [ + -2.81203556060791 + ], + "logprob_reward": -0.06203562393784523, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203562393784523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11094679683446884, + 0.21291373670101166, + 0.1487010419368744, + 0.11552917957305908, + 0.08442024141550064, + 0.05022643506526947, + 0.055824924260377884, + 0.09241527318954468, + 0.0802980437874794, + 0.04872431978583336 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.06203562393784523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an upward angle, the camera slowly pans right across the murky seafloor, revealing a giant octopus perched atop a patch of ancient volcanic rock covered in deep green algae. Its bulbous head is massive and heavy, its wrinkled and textured skin a shifting iridescence, transitioning from deep indigo to vibrant magenta, dotted with faint, star-like bioluminescent specks. One of its enormous, iridescent tentacle unfolds gracefully and powerfully, like a giant beast awakening. The neatly arranged white suction cups on its inner surface expand and contract in the water as it stretches, as if testing the tranquil waters surrounding it. A few faint rays of Jesus light penetrated through the sea surface, forming swaying beams of light in the deep blue water full of suspended particles, which just illuminated the octopus's outstretched limbs, highlighting the slippery luster and complex color changes of its skin. The occasional silvery schools of fish quickly passed by in the background, further contrasting the calm and composed posture of this giant beast. The whole scene was filled with a tranquil, mysterious and awe-inspiring atmosphere, showing the magnificence and wonder of deep-sea life.", + "seed": 910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_14/index_2405_seed_910_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11543760560452938, + "vlm_logprob": -0.11543760560452938, + "vlm_yes_no_margin": 2.7750000238418577, + "vlm_token_credit": -0.11543760560452938, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35567787289619446 + ], + "opposite_logprob_tokens": [ + -1.230677843093872 + ], + "logprob_reward": -0.35567787289619446, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35567787289619446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11451864242553711, + 0.07884279638528824, + 0.08959163725376129, + 0.12506189942359924, + 0.2860606014728546, + 0.06225431710481644, + 0.05485019460320473, + 0.11073561757802963, + 0.04260537400841713, + 0.03547889366745949 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.35567787289619446 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285409450531006 + ], + "opposite_logprob_tokens": [ + -2.0178542137145996 + ], + "logprob_reward": -0.14285409450531006, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14285409450531006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10238033533096313, + 0.10473312437534332, + 0.05297653749585152, + 0.08606941252946854, + 0.2940436899662018, + 0.04825620725750923, + 0.1205710917711258, + 0.06420321017503738, + 0.040456268936395645, + 0.08631014823913574 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.14285409450531006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026364192366600037 + ], + "opposite_logprob_tokens": [ + -3.6513640880584717 + ], + "logprob_reward": -0.026364192366600037, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026364192366600037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20822715759277344, + 0.22235257923603058, + 0.0986531674861908, + 0.08485477417707443, + 0.18948526680469513, + 0.02649603597819805, + 0.05120104178786278, + 0.05581054463982582, + 0.034142281860113144, + 0.028777141124010086 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.026364192366600037 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203174039721489 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203174039721489, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203174039721489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04773900657892227, + 0.06495645642280579, + 0.07933153212070465, + 0.07399237900972366, + 0.3818122446537018, + 0.03666918724775314, + 0.08312685787677765, + 0.14085450768470764, + 0.051079828292131424, + 0.04043801501393318 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.014203174039721489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808869421482086 + ], + "opposite_logprob_tokens": [ + -3.288088798522949 + ], + "logprob_reward": -0.03808869421482086, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808869421482086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20350389182567596, + 0.09722980856895447, + 0.04746183380484581, + 0.08661319315433502, + 0.05195586010813713, + 0.11282037198543549, + 0.05998304486274719, + 0.2579028606414795, + 0.04536722972989082, + 0.03716187924146652 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03808869421482086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from an upward angle, the camera slowly pans right across the murky seafloor, revealing a giant octopus perched atop a patch of ancient volcanic rock covered in deep green algae. Its bulbous head is massive and heavy, its wrinkled and textured skin a shifting iridescence, transitioning from deep indigo to vibrant magenta, dotted with faint, star-like bioluminescent specks. One of its enormous, iridescent tentacle unfolds gracefully and powerfully, like a giant beast awakening. The neatly arranged white suction cups on its inner surface expand and contract in the water as it stretches, as if testing the tranquil waters surrounding it. A few faint rays of Jesus light penetrated through the sea surface, forming swaying beams of light in the deep blue water full of suspended particles, which just illuminated the octopus's outstretched limbs, highlighting the slippery luster and complex color changes of its skin. The occasional silvery schools of fish quickly passed by in the background, further contrasting the calm and composed posture of this giant beast. The whole scene was filled with a tranquil, mysterious and awe-inspiring atmosphere, showing the magnificence and wonder of deep-sea life.", + "seed": 911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_14/index_2405_seed_911_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09664350375533104, + "vlm_logprob": -0.09664350375533104, + "vlm_yes_no_margin": 2.924999976158142, + "vlm_token_credit": -0.09664350375533104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28762996196746826 + ], + "opposite_logprob_tokens": [ + -1.4126299619674683 + ], + "logprob_reward": -0.28762996196746826, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28762996196746826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25466305017471313, + 0.06026305630803108, + 0.15406155586242676, + 0.03015720658004284, + 0.034253694117069244, + 0.0588129423558712, + 0.15526506304740906, + 0.051803022623062134, + 0.04971918836236, + 0.15100125968456268 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.28762996196746826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127096027135849 + ], + "opposite_logprob_tokens": [ + -2.127095937728882 + ], + "logprob_reward": -0.127096027135849, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.127096027135849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23396596312522888, + 0.12281082570552826, + 0.21526570618152618, + 0.03929290920495987, + 0.07412029057741165, + 0.044781409204006195, + 0.055333323776721954, + 0.16208454966545105, + 0.02175973355770111, + 0.030585329979658127 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.127096027135849 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209991320967674 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014209991320967674, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209991320967674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3050501346588135, + 0.07912728935480118, + 0.18545149266719818, + 0.038443151861429214, + 0.045175932347774506, + 0.08725183457136154, + 0.04546411707997322, + 0.14383302628993988, + 0.03784385323524475, + 0.032359227538108826 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.014209991320967674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589547231793404 + ], + "opposite_logprob_tokens": [ + -3.895589590072632 + ], + "logprob_reward": -0.020589547231793404, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589547231793404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13403922319412231, + 0.12193167209625244, + 0.19471164047718048, + 0.08095885813236237, + 0.03966773301362991, + 0.028329182416200638, + 0.0801999568939209, + 0.06402509659528732, + 0.13751564919948578, + 0.11862095445394516 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.020589547231793404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from an upward angle and panning slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a giant octopus visible perched on ancient volcanic rock covered in deep green algae?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the octopus's skin display a shifting iridescence transitioning from deep indigo to vibrant magenta with faint bioluminescent specks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the octopus's enormous tentacles unfolding gracefully while its white suction cups expand and contract?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are swaying beams of light penetrating the deep blue water full of suspended particles to illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369199112057686 + ], + "opposite_logprob_tokens": [ + -3.408691883087158 + ], + "logprob_reward": -0.03369199112057686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369199112057686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25361624360084534, + 0.12620775401592255, + 0.21477529406547546, + 0.03654852136969566, + 0.05225535109639168, + 0.03854556754231453, + 0.05795952305197716, + 0.11718138307332993, + 0.03961632400751114, + 0.06329400837421417 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03369199112057686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_15/index_tensor([7043, 7043])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_15/index_tensor([7043, 7043])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..efaa3831052c8854515fd10c781aba2b4ea66673 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_15/index_tensor([7043, 7043])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close, still photograph is tightly focused on a car's interior rearview mirror, encased in a matte black plastic casing. The faint ambient glow from the unseen dashboard barely captures the edges of the mirror's frame and the black fabric of the car's roof above. The entire drama unfolds within the mirror's glass surface, which reflects the nighttime multi-lane highway, rapidly receding into a pitch-black void. The bright white headlights of the following car in the distance are initially captured as distinct balls of light, but they quickly expand into thin, distorted streaks, their glow smeared on the glass by the car's immense speed. Then, these streaks of light rapidly shrink and dim, from vibrant lines to faint, isolated points of light that flicker unsteadily against the overwhelming darkness before vanishing entirely. The painted lane dividers on the asphalt appear to converge at an accelerating pace, swallowed by vanishing points as the car surges forward, creating a powerful and melancholic vision of departure and irreversible distance, immersed in the cool colors of deep blue and absolute black.", + "seed": 8517, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_15/index_7043_seed_8517_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19650772251188756, + "vlm_logprob": -0.19650772251188756, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.19650772251188756, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00824346486479044 + ], + "opposite_logprob_tokens": [ + -5.008243560791016 + ], + "logprob_reward": -0.00824346486479044, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00824346486479044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025409985333681107, + 0.019771309569478035, + 0.010385333560407162, + 0.029845256358385086, + 0.0107498187571764, + 0.015811655670404434, + 0.037870630621910095, + 0.20161689817905426, + 0.6243523359298706, + 0.024186765775084496 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.00824346486479044 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497201159596443 + ], + "opposite_logprob_tokens": [ + -2.929971933364868 + ], + "logprob_reward": -0.05497201159596443, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497201159596443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05783366039395332, + 0.030429575592279434, + 0.029837176203727722, + 0.11565687507390976, + 0.033346738666296005, + 0.014072387479245663, + 0.044214386492967606, + 0.2669025659561157, + 0.37354159355163574, + 0.034165043383836746 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.05497201159596443 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261484503746033 + ], + "opposite_logprob_tokens": [ + -0.5761484503746033 + ], + "logprob_reward": -0.8261484503746033, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261484503746033, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.045029446482658386, + 0.023363526910543442, + 0.01602097600698471, + 0.02049846015870571, + 0.020250294357538223, + 0.014064954593777657, + 0.01728070341050625, + 0.6671726107597351, + 0.13812591135501862, + 0.03819306567311287 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.8261484503746033 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897821068763733 + ], + "opposite_logprob_tokens": [ + -2.5789783000946045 + ], + "logprob_reward": -0.07897821068763733, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897821068763733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06675462424755096, + 0.04366384074091911, + 0.04973454028367996, + 0.042896199971437454, + 0.04459536820650101, + 0.04295898228883743, + 0.09249628335237503, + 0.2947653830051422, + 0.26724639534950256, + 0.05488836392760277 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.07897821068763733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419647503644228 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.01419647503644228, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419647503644228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11937252432107925, + 0.016387373208999634, + 0.019567884504795074, + 0.044095415621995926, + 0.021721987053751945, + 0.022395284846425056, + 0.02655116468667984, + 0.14748847484588623, + 0.5467585921287537, + 0.03566134348511696 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.01419647503644228 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close, still photograph is tightly focused on a car's interior rearview mirror, encased in a matte black plastic casing. The faint ambient glow from the unseen dashboard barely captures the edges of the mirror's frame and the black fabric of the car's roof above. The entire drama unfolds within the mirror's glass surface, which reflects the nighttime multi-lane highway, rapidly receding into a pitch-black void. The bright white headlights of the following car in the distance are initially captured as distinct balls of light, but they quickly expand into thin, distorted streaks, their glow smeared on the glass by the car's immense speed. Then, these streaks of light rapidly shrink and dim, from vibrant lines to faint, isolated points of light that flicker unsteadily against the overwhelming darkness before vanishing entirely. The painted lane dividers on the asphalt appear to converge at an accelerating pace, swallowed by vanishing points as the car surges forward, creating a powerful and melancholic vision of departure and irreversible distance, immersed in the cool colors of deep blue and absolute black.", + "seed": 8518, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_15/index_7043_seed_8518_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20403085155412554, + "vlm_logprob": -0.20403085155412554, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.20403085155412554, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03225759416818619 + ], + "opposite_logprob_tokens": [ + -3.532257556915283 + ], + "logprob_reward": -0.03225759416818619, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03225759416818619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08119358867406845, + 0.05959614738821983, + 0.029033271595835686, + 0.2581033706665039, + 0.08679284900426865, + 0.16918540000915527, + 0.054394036531448364, + 0.07864107191562653, + 0.0993829220533371, + 0.08367731422185898 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.03225759416818619 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062071140855550766 + ], + "opposite_logprob_tokens": [ + -2.8120710849761963 + ], + "logprob_reward": -0.062071140855550766, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062071140855550766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07099442183971405, + 0.10437323898077011, + 0.053140487521886826, + 0.1148591935634613, + 0.10733854025602341, + 0.17310278117656708, + 0.06252140551805496, + 0.11965365707874298, + 0.07192546874284744, + 0.12209082394838333 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.062071140855550766 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578227519989014 + ], + "opposite_logprob_tokens": [ + -0.6328227519989014 + ], + "logprob_reward": -0.7578227519989014, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578227519989014, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04018053412437439, + 0.07224181294441223, + 0.035740915685892105, + 0.1587236523628235, + 0.09893535822629929, + 0.15136156976222992, + 0.03587259724736214, + 0.060901470482349396, + 0.09289047122001648, + 0.25315165519714355 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.7578227519989014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160375714302063 + ], + "opposite_logprob_tokens": [ + -1.910375714302063 + ], + "logprob_reward": -0.160375714302063, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160375714302063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07763297110795975, + 0.05564817786216736, + 0.10254846513271332, + 0.07589515298604965, + 0.13575643301010132, + 0.2012234777212143, + 0.06930826604366302, + 0.09945635497570038, + 0.08369497954845428, + 0.09883575141429901 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.160375714302063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627056445926428 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627056445926428, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627056445926428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10587669163942337, + 0.1398070901632309, + 0.09811265021562576, + 0.18990425765514374, + 0.07209824025630951, + 0.09987059980630875, + 0.045441560447216034, + 0.08288068324327469, + 0.12250363826751709, + 0.0435045026242733 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.007627056445926428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close, still photograph is tightly focused on a car's interior rearview mirror, encased in a matte black plastic casing. The faint ambient glow from the unseen dashboard barely captures the edges of the mirror's frame and the black fabric of the car's roof above. The entire drama unfolds within the mirror's glass surface, which reflects the nighttime multi-lane highway, rapidly receding into a pitch-black void. The bright white headlights of the following car in the distance are initially captured as distinct balls of light, but they quickly expand into thin, distorted streaks, their glow smeared on the glass by the car's immense speed. Then, these streaks of light rapidly shrink and dim, from vibrant lines to faint, isolated points of light that flicker unsteadily against the overwhelming darkness before vanishing entirely. The painted lane dividers on the asphalt appear to converge at an accelerating pace, swallowed by vanishing points as the car surges forward, creating a powerful and melancholic vision of departure and irreversible distance, immersed in the cool colors of deep blue and absolute black.", + "seed": 8519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_15/index_7043_seed_8519_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14458475839346646, + "vlm_logprob": -0.14458475839346646, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.14458475839346646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010410056449472904 + ], + "opposite_logprob_tokens": [ + -4.635409832000732 + ], + "logprob_reward": -0.010410056449472904, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010410056449472904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17668913304805756, + 0.05119212344288826, + 0.13366977870464325, + 0.15932314097881317, + 0.2396802306175232, + 0.015587682835757732, + 0.032110825181007385, + 0.049581192433834076, + 0.0792941078543663, + 0.06287170201539993 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.010410056449472904 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819409430027008 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819409430027008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819409430027008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08089516311883926, + 0.07137249410152435, + 0.15819112956523895, + 0.3344389498233795, + 0.04094000160694122, + 0.026369532570242882, + 0.08090020716190338, + 0.13892881572246552, + 0.03949498012661934, + 0.028468675911426544 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.01819409430027008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761544704437256 + ], + "opposite_logprob_tokens": [ + -0.8261544704437256 + ], + "logprob_reward": -0.5761544704437256, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761544704437256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12097851932048798, + 0.10347483307123184, + 0.3687867522239685, + 0.08895166963338852, + 0.05594338849186897, + 0.049593519419431686, + 0.03994958475232124, + 0.040772583335638046, + 0.05533561110496521, + 0.07621346414089203 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.5761544704437256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291754245758057 + ], + "opposite_logprob_tokens": [ + -2.237917423248291 + ], + "logprob_reward": -0.11291754245758057, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291754245758057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05309899523854256, + 0.0567149855196476, + 0.11751438677310944, + 0.16324691474437714, + 0.1763351708650589, + 0.063204325735569, + 0.09016560763120651, + 0.20521427690982819, + 0.04231337085366249, + 0.0321919284760952 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.11291754245758057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247628316283226 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247628316283226, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247628316283226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08703125268220901, + 0.1269417554140091, + 0.13822907209396362, + 0.07133538275957108, + 0.368656724691391, + 0.016573861241340637, + 0.07873663306236267, + 0.049017708748579025, + 0.01818268932402134, + 0.045294903218746185 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.005247628316283226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close, still photograph is tightly focused on a car's interior rearview mirror, encased in a matte black plastic casing. The faint ambient glow from the unseen dashboard barely captures the edges of the mirror's frame and the black fabric of the car's roof above. The entire drama unfolds within the mirror's glass surface, which reflects the nighttime multi-lane highway, rapidly receding into a pitch-black void. The bright white headlights of the following car in the distance are initially captured as distinct balls of light, but they quickly expand into thin, distorted streaks, their glow smeared on the glass by the car's immense speed. Then, these streaks of light rapidly shrink and dim, from vibrant lines to faint, isolated points of light that flicker unsteadily against the overwhelming darkness before vanishing entirely. The painted lane dividers on the asphalt appear to converge at an accelerating pace, swallowed by vanishing points as the car surges forward, creating a powerful and melancholic vision of departure and irreversible distance, immersed in the cool colors of deep blue and absolute black.", + "seed": 8520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_15/index_7043_seed_8520_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.31932878782972696, + "vlm_logprob": -0.31932878782972696, + "vlm_yes_no_margin": 2.599999988079071, + "vlm_token_credit": -0.31932878782972696, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2243592739105225 + ], + "opposite_logprob_tokens": [ + -0.3493592143058777 + ], + "logprob_reward": -1.2243592739105225, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2243592739105225, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06216154992580414, + 0.3358570635318756, + 0.04623524472117424, + 0.04944997280836105, + 0.09178908169269562, + 0.0986691489815712, + 0.024412980303168297, + 0.05778073891997337, + 0.18580953776836395, + 0.04783472418785095 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -1.2243592739105225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269803572446108 + ], + "opposite_logprob_tokens": [ + -5.255270004272461 + ], + "logprob_reward": -0.005269803572446108, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269803572446108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02819456160068512, + 0.5489876866340637, + 0.03913981094956398, + 0.04018981009721756, + 0.0857221856713295, + 0.13064470887184143, + 0.017941942438483238, + 0.053025346249341965, + 0.03531643748283386, + 0.020837506279349327 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.005269803572446108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813124358654022 + ], + "opposite_logprob_tokens": [ + -1.4063124656677246 + ], + "logprob_reward": -0.2813124358654022, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813124358654022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01425980869680643, + 0.5971073508262634, + 0.014224348589777946, + 0.01523587480187416, + 0.02673422545194626, + 0.0870896577835083, + 0.028958244249224663, + 0.15639398992061615, + 0.0348275825381279, + 0.02516889199614525 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.2813124358654022 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897049933671951 + ], + "opposite_logprob_tokens": [ + -2.578970432281494 + ], + "logprob_reward": -0.07897049933671951, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897049933671951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027027348056435585, + 0.5187532901763916, + 0.0220392607152462, + 0.08485203981399536, + 0.050752777606248856, + 0.08376111835241318, + 0.06245611608028412, + 0.0687345340847969, + 0.061272040009498596, + 0.0203514713793993 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.07897049933671951 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up view of a car's interior rearview mirror with a matte black plastic casing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the reflection show a nighttime multi-lane highway with bright white headlights that appear as distinct balls of light before expanding into distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the streaks of light from the headlights rapidly shrink and dim into faint, isolated points of light that flicker unsteadily before vanishing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the painted lane dividers on the asphalt appear to converge at an accelerating pace towards a vanishing point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall color palette dominated by cool colors of deep blue and absolute black?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731926463544369 + ], + "opposite_logprob_tokens": [ + -5.006731986999512 + ], + "logprob_reward": -0.006731926463544369, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731926463544369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02599196694791317, + 0.8318837285041809, + 0.014586356468498707, + 0.016886727884411812, + 0.005694799590855837, + 0.03181781247258186, + 0.012324600480496883, + 0.016421183943748474, + 0.015965629369020462, + 0.02842712216079235 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.006731926463544369 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_2/index_tensor([3650, 3650])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_2/index_tensor([3650, 3650])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e49b3a31f28d984b58d1ee47f9a80a746d78cf41 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_2/index_tensor([3650, 3650])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic aerial time-lapse shot, captured from a high vantage point, surveys a vast expanse of golden desert, its rolling dunes casting sharp, long shadows under the scorching afternoon sun. As the camera slowly pulls back, a tiny point in the center of the frame undergoes a magical transformation. A vibrant emerald green radiates outward at a visible speed, seemingly devouring the surrounding yellow sand. First, tender green grass breaks through the sand, forming an ever-expanding circular carpet. Shortly thereafter, low shrubs and vibrant wildflowers quickly intersperse the landscape. Finally, towering palm trees and leafy broadleaf trees rise from the ground, their canopies unfurling in seconds. Simultaneously, a clear stream appears out of nowhere, winding through the new vegetation and converging into a shimmering central lake, its waters reflecting the azure sky. The entire expansion process is smooth and shocking, dramatically transforming the monotonous wasteland into a thriving ecosystem full of life, creating an atmosphere of grand, magical and awe-inspiring miracle of life.", + "seed": 12960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_2/index_3650_seed_12960_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14081021486781536, + "vlm_logprob": -0.14081021486781536, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.14081021486781536, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0012499623699113727 + ], + "opposite_logprob_tokens": [ + -6.87624979019165 + ], + "logprob_reward": -0.0012499623699113727, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0012499623699113727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33930546045303345, + 0.22690078616142273, + 0.06066380813717842, + 0.04756850376725197, + 0.22315183281898499, + 0.029105009511113167, + 0.017519550397992134, + 0.009909449145197868, + 0.03381875902414322, + 0.012056894600391388 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0012499623699113727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934067606925964 + ], + "opposite_logprob_tokens": [ + -0.6934067606925964 + ], + "logprob_reward": -0.6934067606925964, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934067606925964, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06738671660423279, + 0.10339783877134323, + 0.4007241129875183, + 0.05404544249176979, + 0.17601163685321808, + 0.042102012783288956, + 0.020734142512083054, + 0.02170657552778721, + 0.08498888462781906, + 0.028902631253004074 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.6934067606925964 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000635183765552938 + ], + "opposite_logprob_tokens": [ + -7.375635147094727 + ], + "logprob_reward": -0.000635183765552938, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.000635183765552938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057487551122903824, + 0.08250843733549118, + 0.15148651599884033, + 0.03275071084499359, + 0.264775812625885, + 0.10421637445688248, + 0.04148949310183525, + 0.02160589024424553, + 0.12245114892721176, + 0.12122808396816254 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.000635183765552938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028143818490207195 + ], + "opposite_logprob_tokens": [ + -5.877814292907715 + ], + "logprob_reward": -0.0028143818490207195, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028143818490207195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12885698676109314, + 0.10522371530532837, + 0.06378839164972305, + 0.06306752562522888, + 0.16860990226268768, + 0.051957905292510986, + 0.0526418536901474, + 0.024276696145534515, + 0.1129806637763977, + 0.22859635949134827 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0028143818490207195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944785661995411 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944785661995411, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944785661995411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20116795599460602, + 0.07984279841184616, + 0.07404468208551407, + 0.04150000214576721, + 0.2872775197029114, + 0.05175545811653137, + 0.01959020458161831, + 0.01933290809392929, + 0.05247084051370621, + 0.17301762104034424 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.005944785661995411 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic aerial time-lapse shot, captured from a high vantage point, surveys a vast expanse of golden desert, its rolling dunes casting sharp, long shadows under the scorching afternoon sun. As the camera slowly pulls back, a tiny point in the center of the frame undergoes a magical transformation. A vibrant emerald green radiates outward at a visible speed, seemingly devouring the surrounding yellow sand. First, tender green grass breaks through the sand, forming an ever-expanding circular carpet. Shortly thereafter, low shrubs and vibrant wildflowers quickly intersperse the landscape. Finally, towering palm trees and leafy broadleaf trees rise from the ground, their canopies unfurling in seconds. Simultaneously, a clear stream appears out of nowhere, winding through the new vegetation and converging into a shimmering central lake, its waters reflecting the azure sky. The entire expansion process is smooth and shocking, dramatically transforming the monotonous wasteland into a thriving ecosystem full of life, creating an atmosphere of grand, magical and awe-inspiring miracle of life.", + "seed": 12961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_2/index_3650_seed_12961_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22264751220354811, + "vlm_logprob": -0.22264751220354811, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.22264751220354811, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009234455064870417 + ], + "opposite_logprob_tokens": [ + -7.1259236335754395 + ], + "logprob_reward": -0.0009234455064870417, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0009234455064870417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3213239312171936, + 0.12651890516281128, + 0.09144196659326553, + 0.1073109433054924, + 0.0519169382750988, + 0.06263107806444168, + 0.05009537562727928, + 0.058415114879608154, + 0.05272715911269188, + 0.07761849462985992 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0009234455064870417 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053958535194397 + ], + "opposite_logprob_tokens": [ + -0.42895856499671936 + ], + "logprob_reward": -1.053958535194397, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053958535194397, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05640781670808792, + 0.10013893991708755, + 0.05661143362522125, + 0.1413741558790207, + 0.428364098072052, + 0.07066873461008072, + 0.06449449807405472, + 0.03182555362582207, + 0.027015594765543938, + 0.023099148645997047 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -1.053958535194397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005631053354591131 + ], + "opposite_logprob_tokens": [ + -7.500563144683838 + ], + "logprob_reward": -0.0005631053354591131, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005631053354591131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07819880545139313, + 0.09286067634820938, + 0.06382787227630615, + 0.12088407576084137, + 0.443256676197052, + 0.037190135568380356, + 0.07742398232221603, + 0.032059330493211746, + 0.020596083253622055, + 0.03370235487818718 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.0005631053354591131 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816402819007635 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.002816402819007635, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816402819007635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11435353010892868, + 0.1097705066204071, + 0.10874190181493759, + 0.06260893493890762, + 0.1867445856332779, + 0.05273890495300293, + 0.10142102092504501, + 0.05144137889146805, + 0.047848932445049286, + 0.16433028876781464 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.002816402819007635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054976072162389755 + ], + "opposite_logprob_tokens": [ + -2.929975986480713 + ], + "logprob_reward": -0.054976072162389755, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054976072162389755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21280626952648163, + 0.12443941831588745, + 0.09422022104263306, + 0.05117552727460861, + 0.11196461319923401, + 0.05093464255332947, + 0.06739940494298935, + 0.1575830727815628, + 0.03964615985751152, + 0.08983070403337479 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.054976072162389755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic aerial time-lapse shot, captured from a high vantage point, surveys a vast expanse of golden desert, its rolling dunes casting sharp, long shadows under the scorching afternoon sun. As the camera slowly pulls back, a tiny point in the center of the frame undergoes a magical transformation. A vibrant emerald green radiates outward at a visible speed, seemingly devouring the surrounding yellow sand. First, tender green grass breaks through the sand, forming an ever-expanding circular carpet. Shortly thereafter, low shrubs and vibrant wildflowers quickly intersperse the landscape. Finally, towering palm trees and leafy broadleaf trees rise from the ground, their canopies unfurling in seconds. Simultaneously, a clear stream appears out of nowhere, winding through the new vegetation and converging into a shimmering central lake, its waters reflecting the azure sky. The entire expansion process is smooth and shocking, dramatically transforming the monotonous wasteland into a thriving ecosystem full of life, creating an atmosphere of grand, magical and awe-inspiring miracle of life.", + "seed": 12962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_2/index_3650_seed_12962_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08763675512745976, + "vlm_logprob": -0.08763675512745976, + "vlm_yes_no_margin": 4.149999988079071, + "vlm_token_credit": -0.08763675512745976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006249765399843454 + ], + "opposite_logprob_tokens": [ + -5.131249904632568 + ], + "logprob_reward": -0.006249765399843454, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006249765399843454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.394390732049942, + 0.06588348746299744, + 0.08908651769161224, + 0.2861306369304657, + 0.09257735311985016, + 0.021700581535696983, + 0.01595338247716427, + 0.01734001189470291, + 0.011298180557787418, + 0.005639125593006611 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.006249765399843454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38712626695632935 + ], + "opposite_logprob_tokens": [ + -1.1371262073516846 + ], + "logprob_reward": -0.38712626695632935, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38712626695632935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3602258265018463, + 0.03810730576515198, + 0.042385559529066086, + 0.4383266270160675, + 0.01231206301599741, + 0.014253802597522736, + 0.029804697260260582, + 0.040076859295368195, + 0.016996076330542564, + 0.007511266507208347 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.38712626695632935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008142255246639252 + ], + "opposite_logprob_tokens": [ + -7.125814437866211 + ], + "logprob_reward": -0.0008142255246639252, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008142255246639252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4703172743320465, + 0.0442032590508461, + 0.07380174100399017, + 0.10743477940559387, + 0.07630859315395355, + 0.021980898454785347, + 0.024388877674937248, + 0.11895379424095154, + 0.036745183169841766, + 0.025865571573376656 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0008142255246639252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188600704073906 + ], + "opposite_logprob_tokens": [ + -4.264188766479492 + ], + "logprob_reward": -0.014188600704073906, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188600704073906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2781970798969269, + 0.029274391010403633, + 0.05117413029074669, + 0.2919639050960541, + 0.07524328678846359, + 0.028678400442004204, + 0.024322591722011566, + 0.11936868727207184, + 0.06905017048120499, + 0.0327274315059185 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.014188600704073906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980491705238819 + ], + "opposite_logprob_tokens": [ + -3.5298049449920654 + ], + "logprob_reward": -0.02980491705238819, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980491705238819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.371196985244751, + 0.034894585609436035, + 0.03740860894322395, + 0.2670712471008301, + 0.0603761225938797, + 0.02070368081331253, + 0.016901060938835144, + 0.11376119405031204, + 0.043840400874614716, + 0.0338461697101593 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.02980491705238819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic aerial time-lapse shot, captured from a high vantage point, surveys a vast expanse of golden desert, its rolling dunes casting sharp, long shadows under the scorching afternoon sun. As the camera slowly pulls back, a tiny point in the center of the frame undergoes a magical transformation. A vibrant emerald green radiates outward at a visible speed, seemingly devouring the surrounding yellow sand. First, tender green grass breaks through the sand, forming an ever-expanding circular carpet. Shortly thereafter, low shrubs and vibrant wildflowers quickly intersperse the landscape. Finally, towering palm trees and leafy broadleaf trees rise from the ground, their canopies unfurling in seconds. Simultaneously, a clear stream appears out of nowhere, winding through the new vegetation and converging into a shimmering central lake, its waters reflecting the azure sky. The entire expansion process is smooth and shocking, dramatically transforming the monotonous wasteland into a thriving ecosystem full of life, creating an atmosphere of grand, magical and awe-inspiring miracle of life.", + "seed": 12963, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_2/index_3650_seed_12963_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0932294822181575, + "vlm_logprob": -0.0932294822181575, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.0932294822181575, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003777750302106142 + ], + "opposite_logprob_tokens": [ + -5.628777980804443 + ], + "logprob_reward": -0.003777750302106142, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003777750302106142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2561670243740082, + 0.1072954311966896, + 0.06074055656790733, + 0.105166956782341, + 0.2815287411212921, + 0.06319929659366608, + 0.023481052368879318, + 0.051489636301994324, + 0.027958083897829056, + 0.022973164916038513 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.003777750302106142 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289878308773041 + ], + "opposite_logprob_tokens": [ + -1.0539878606796265 + ], + "logprob_reward": -0.4289878308773041, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289878308773041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23916058242321014, + 0.08303313702344894, + 0.053189054131507874, + 0.07082246243953705, + 0.08857560902833939, + 0.124374620616436, + 0.10407186299562454, + 0.08831842243671417, + 0.08887264877557755, + 0.05958159267902374 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.4289878308773041 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003873551613651216 + ], + "opposite_logprob_tokens": [ + -7.875387191772461 + ], + "logprob_reward": -0.0003873551613651216, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0003873551613651216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17282383143901825, + 0.054048895835876465, + 0.05539492145180702, + 0.05638335272669792, + 0.1963876187801361, + 0.17430654168128967, + 0.07265263050794601, + 0.11812061071395874, + 0.0623152069747448, + 0.03756631538271904 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0003873551613651216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031880526803433895 + ], + "opposite_logprob_tokens": [ + -5.753188133239746 + ], + "logprob_reward": -0.0031880526803433895, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031880526803433895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1393829882144928, + 0.057201702147722244, + 0.052482545375823975, + 0.0881032943725586, + 0.19289979338645935, + 0.07168098539113998, + 0.051734741777181625, + 0.11872849613428116, + 0.11189619451761246, + 0.11588918417692184 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0031880526803433895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a vast expanse of golden desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start from a high vantage point and slowly pull back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a vibrant emerald green radiate outward from the center, causing grass, shrubs, wildflowers, and trees to grow rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a clear stream appear and wind through the new vegetation to form a shimmering central lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show the lake's waters reflecting an azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980642206966877 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980642206966877, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980642206966877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1567043662071228, + 0.04159365966916084, + 0.04506177082657814, + 0.0930631086230278, + 0.1106056496500969, + 0.06720452010631561, + 0.07180964946746826, + 0.0906728208065033, + 0.17174570262432098, + 0.15153877437114716 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.02980642206966877 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_3/index_tensor([3134, 3134])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_3/index_tensor([3134, 3134])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..477e14d879dee8dc6e94f1e3977b1765245edcfe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_3/index_tensor([3134, 3134])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot captures a flowing, off-white, sheer silk curtain hung in front of a large, open window in a minimalist interior. Beneath it, the polished, deep espresso brown hardwood floor gleams with a high-gloss, mirror-like finish, reflecting the soft ambient light. The entire scene is bathed in bright, diffused natural morning light, creating a tranquil, high-key atmosphere. A gentle, yet deliberate breeze energizes the fabric, causing it to billow gracefully inward. The delicate silk expands and ripples, creating a series of fluid, undulating waves that dance briefly in the air. As the curtain moves, a sharp, brilliant streak of golden sunlight slants across the dark wooden floor, momentarily illuminating the tiny dust particles suspended in its path. This moment is fleeting; as the wind subsides, the curtain slowly and weightlessly returns to its original position, and the sharp streak of sunlight on the floor disappears as quickly as it appeared, leaving behind only a soft, even glow. The entire sequence unfolds with a quiet, poetic rhythm, enhancing the elegant, tranquil, and minimalist atmosphere of the space.", + "seed": 22061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_3/index_3134_seed_22061_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24017677158117295, + "vlm_logprob": -0.24017677158117295, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.24017677158117295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04892385005950928 + ], + "opposite_logprob_tokens": [ + -3.048923969268799 + ], + "logprob_reward": -0.04892385005950928, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04892385005950928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3132452964782715, + 0.061892617493867874, + 0.044934794306755066, + 0.059405647218227386, + 0.0282904040068388, + 0.05958925187587738, + 0.1421661674976349, + 0.08438438922166824, + 0.06672675907611847, + 0.13936470448970795 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.04892385005950928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329227685928345 + ], + "opposite_logprob_tokens": [ + -0.7579227685928345 + ], + "logprob_reward": -0.6329227685928345, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329227685928345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3317132294178009, + 0.06547950208187103, + 0.03976788744330406, + 0.03633258119225502, + 0.03349091857671738, + 0.0509769544005394, + 0.26490408182144165, + 0.047353439033031464, + 0.07320507615804672, + 0.05677635222673416 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.6329227685928345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348667174577713 + ], + "opposite_logprob_tokens": [ + -1.2236671447753906 + ], + "logprob_reward": -0.348667174577713, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348667174577713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24361401796340942, + 0.045355506241321564, + 0.03758573159575462, + 0.08579561859369278, + 0.039045508950948715, + 0.1717751920223236, + 0.16657805442810059, + 0.09901589900255203, + 0.051345549523830414, + 0.05988893285393715 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.348667174577713 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004960626363754 + ], + "opposite_logprob_tokens": [ + -2.695049524307251 + ], + "logprob_reward": -0.07004960626363754, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004960626363754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1849813163280487, + 0.0473715178668499, + 0.025838177651166916, + 0.04923262074589729, + 0.03483980894088745, + 0.05086250230669975, + 0.4059051275253296, + 0.05092984065413475, + 0.04553670808672905, + 0.10450234264135361 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.07004960626363754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032045841217041 + ], + "opposite_logprob_tokens": [ + -2.350320339202881 + ], + "logprob_reward": -0.10032045841217041, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032045841217041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08264752477407455, + 0.03919347748160362, + 0.02501761168241501, + 0.03237544000148773, + 0.016420958563685417, + 0.34340932965278625, + 0.1307932734489441, + 0.03149432688951492, + 0.09972108900547028, + 0.1989269107580185 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.10032045841217041 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot captures a flowing, off-white, sheer silk curtain hung in front of a large, open window in a minimalist interior. Beneath it, the polished, deep espresso brown hardwood floor gleams with a high-gloss, mirror-like finish, reflecting the soft ambient light. The entire scene is bathed in bright, diffused natural morning light, creating a tranquil, high-key atmosphere. A gentle, yet deliberate breeze energizes the fabric, causing it to billow gracefully inward. The delicate silk expands and ripples, creating a series of fluid, undulating waves that dance briefly in the air. As the curtain moves, a sharp, brilliant streak of golden sunlight slants across the dark wooden floor, momentarily illuminating the tiny dust particles suspended in its path. This moment is fleeting; as the wind subsides, the curtain slowly and weightlessly returns to its original position, and the sharp streak of sunlight on the floor disappears as quickly as it appeared, leaving behind only a soft, even glow. The entire sequence unfolds with a quiet, poetic rhythm, enhancing the elegant, tranquil, and minimalist atmosphere of the space.", + "seed": 22062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_3/index_3134_seed_22062_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11679401136934757, + "vlm_logprob": -0.11679401136934757, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.11679401136934757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030235955491662025 + ], + "opposite_logprob_tokens": [ + -3.530236005783081 + ], + "logprob_reward": -0.030235955491662025, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030235955491662025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21526388823986053, + 0.05055627599358559, + 0.28089451789855957, + 0.07193892449140549, + 0.0458219051361084, + 0.11316052079200745, + 0.05356781929731369, + 0.05073096230626106, + 0.04351871833205223, + 0.0745464488863945 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.030235955491662025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2523226737976074 + ], + "opposite_logprob_tokens": [ + -1.5023226737976074 + ], + "logprob_reward": -0.2523226737976074, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2523226737976074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17014415562152863, + 0.07287287712097168, + 0.13379237055778503, + 0.11455066502094269, + 0.06719588488340378, + 0.04069390520453453, + 0.05559298023581505, + 0.2815164029598236, + 0.030569853261113167, + 0.033070869743824005 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.2523226737976074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899043709039688 + ], + "opposite_logprob_tokens": [ + -2.5789904594421387 + ], + "logprob_reward": -0.07899043709039688, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899043709039688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05691519007086754, + 0.0435226671397686, + 0.06591669470071793, + 0.07458027452230453, + 0.013008026406168938, + 0.02510237880051136, + 0.046214278787374496, + 0.6058534383773804, + 0.0338471420109272, + 0.03504001349210739 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.07899043709039688 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206710636615753 + ], + "opposite_logprob_tokens": [ + -2.8120670318603516 + ], + "logprob_reward": -0.06206710636615753, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206710636615753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12905937433242798, + 0.02483704686164856, + 0.16066227853298187, + 0.15832215547561646, + 0.027380233630537987, + 0.03981371596455574, + 0.027563931420445442, + 0.19543181359767914, + 0.041556987911462784, + 0.19537246227264404 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.06206710636615753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160353884100914 + ], + "opposite_logprob_tokens": [ + -1.9103538990020752 + ], + "logprob_reward": -0.160353884100914, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160353884100914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14283613860607147, + 0.024515550583600998, + 0.3236657679080963, + 0.04524313285946846, + 0.04698170721530914, + 0.0418914332985878, + 0.05518403649330139, + 0.2233240157365799, + 0.02762412093579769, + 0.06873415410518646 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.160353884100914 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot captures a flowing, off-white, sheer silk curtain hung in front of a large, open window in a minimalist interior. Beneath it, the polished, deep espresso brown hardwood floor gleams with a high-gloss, mirror-like finish, reflecting the soft ambient light. The entire scene is bathed in bright, diffused natural morning light, creating a tranquil, high-key atmosphere. A gentle, yet deliberate breeze energizes the fabric, causing it to billow gracefully inward. The delicate silk expands and ripples, creating a series of fluid, undulating waves that dance briefly in the air. As the curtain moves, a sharp, brilliant streak of golden sunlight slants across the dark wooden floor, momentarily illuminating the tiny dust particles suspended in its path. This moment is fleeting; as the wind subsides, the curtain slowly and weightlessly returns to its original position, and the sharp streak of sunlight on the floor disappears as quickly as it appeared, leaving behind only a soft, even glow. The entire sequence unfolds with a quiet, poetic rhythm, enhancing the elegant, tranquil, and minimalist atmosphere of the space.", + "seed": 22063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_3/index_3134_seed_22063_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06012318842113018, + "vlm_logprob": -0.06012318842113018, + "vlm_yes_no_margin": 3.074999976158142, + "vlm_token_credit": -0.06012318842113018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018494658172130585 + ], + "opposite_logprob_tokens": [ + -4.018494606018066 + ], + "logprob_reward": -0.018494658172130585, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018494658172130585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1750785857439041, + 0.18278458714485168, + 0.1467237025499344, + 0.043284907937049866, + 0.0632111057639122, + 0.24890771508216858, + 0.047127023339271545, + 0.027208952233195305, + 0.03474634513258934, + 0.030927028506994247 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.018494658172130585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428595632314682 + ], + "opposite_logprob_tokens": [ + -2.01785945892334 + ], + "logprob_reward": -0.1428595632314682, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428595632314682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1792721003293991, + 0.2508004903793335, + 0.07069643586874008, + 0.023381009697914124, + 0.04801049828529358, + 0.12311828881502151, + 0.04193902760744095, + 0.028643717989325523, + 0.18003948032855988, + 0.0540989525616169 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.1428595632314682 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002637535333633 + ], + "opposite_logprob_tokens": [ + -2.695026397705078 + ], + "logprob_reward": -0.07002637535333633, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002637535333633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055123742669820786, + 0.1123289093375206, + 0.27401354908943176, + 0.03896605595946312, + 0.06749299168586731, + 0.28868991136550903, + 0.07848916947841644, + 0.017820483073592186, + 0.03683016076683998, + 0.030245007947087288 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.07002637535333633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589197054505348 + ], + "opposite_logprob_tokens": [ + -3.8955891132354736 + ], + "logprob_reward": -0.020589197054505348, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589197054505348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1149672344326973, + 0.10755950957536697, + 0.11448106169700623, + 0.12410702556371689, + 0.07831719517707825, + 0.13503557443618774, + 0.08368098735809326, + 0.0577765628695488, + 0.10847412049770355, + 0.07560074329376221 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.020589197054505348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646148294210434 + ], + "opposite_logprob_tokens": [ + -3.0486462116241455 + ], + "logprob_reward": -0.048646148294210434, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646148294210434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1435043066740036, + 0.14669600129127502, + 0.0947500467300415, + 0.08474001288414001, + 0.07819714397192001, + 0.09343388676643372, + 0.08372149616479874, + 0.12110215425491333, + 0.07202080637216568, + 0.08183414489030838 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.048646148294210434 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot captures a flowing, off-white, sheer silk curtain hung in front of a large, open window in a minimalist interior. Beneath it, the polished, deep espresso brown hardwood floor gleams with a high-gloss, mirror-like finish, reflecting the soft ambient light. The entire scene is bathed in bright, diffused natural morning light, creating a tranquil, high-key atmosphere. A gentle, yet deliberate breeze energizes the fabric, causing it to billow gracefully inward. The delicate silk expands and ripples, creating a series of fluid, undulating waves that dance briefly in the air. As the curtain moves, a sharp, brilliant streak of golden sunlight slants across the dark wooden floor, momentarily illuminating the tiny dust particles suspended in its path. This moment is fleeting; as the wind subsides, the curtain slowly and weightlessly returns to its original position, and the sharp streak of sunlight on the floor disappears as quickly as it appeared, leaving behind only a soft, even glow. The entire sequence unfolds with a quiet, poetic rhythm, enhancing the elegant, tranquil, and minimalist atmosphere of the space.", + "seed": 22064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_3/index_3134_seed_22064_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024020546302199363, + "vlm_logprob": -0.024020546302199363, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.024020546302199363, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006512963213026524 + ], + "opposite_logprob_tokens": [ + -5.1315131187438965 + ], + "logprob_reward": -0.006512963213026524, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006512963213026524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10654663294553757, + 0.11090624332427979, + 0.36247313022613525, + 0.05626239255070686, + 0.04858649522066116, + 0.08562206476926804, + 0.06621146202087402, + 0.07579508423805237, + 0.05697811022400856, + 0.03061836026608944 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.006512963213026524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609166473150253 + ], + "opposite_logprob_tokens": [ + -3.895609140396118 + ], + "logprob_reward": -0.020609166473150253, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609166473150253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3167303502559662, + 0.0688207671046257, + 0.32648080587387085, + 0.05869615077972412, + 0.040577128529548645, + 0.05309467017650604, + 0.01788974739611149, + 0.0264388807117939, + 0.058818574994802475, + 0.03245295584201813 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.020609166473150253 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206105649471283 + ], + "opposite_logprob_tokens": [ + -2.812061071395874 + ], + "logprob_reward": -0.06206105649471283, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206105649471283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05884365364909172, + 0.08037437498569489, + 0.6048871874809265, + 0.02846907265484333, + 0.06155908480286598, + 0.07763494551181793, + 0.013504467904567719, + 0.009478787891566753, + 0.04100040718913078, + 0.024247998371720314 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.06206105649471283 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633917964994907 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633917964994907, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633917964994907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3538813591003418, + 0.11291464418172836, + 0.2747530937194824, + 0.06406053900718689, + 0.0343070849776268, + 0.03861955925822258, + 0.018310336396098137, + 0.036283478140830994, + 0.051833394914865494, + 0.015036581084132195 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007633917964994907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a flowing, off-white, sheer silk curtain visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the curtain hanging in front of a large, open window in a minimalist interior?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor made of polished, deep espresso brown hardwood with a high-gloss, mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sharp, brilliant streak of golden sunlight slant across the floor while dust particles are visible in its path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the curtain billow inward and ripple with fluid, undulating waves due to a gentle breeze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285627365112305 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285627365112305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285627365112305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1672784835100174, + 0.08565753698348999, + 0.24399946630001068, + 0.04080377519130707, + 0.054165542125701904, + 0.06863366812467575, + 0.1170235201716423, + 0.05676713585853577, + 0.12649813294410706, + 0.03917276859283447 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.023285627365112305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_4/index_tensor([7814, 7814])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_4/index_tensor([7814, 7814])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cd4b37d47a9fa38848e24fa3bd8ee5c9e27b7377 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_4/index_tensor([7814, 7814])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from an upward angle, instantly transports us into a fantastical, Art Nouveau-inspired metal forest. Here, massive \"trees\" of twisted bronze and brass rise from the ground, their branches spreading like vines, their ends terminating in soft, lily-shaped lights. At the center of the frame, a green-haired swordsman lowers his weight into an explosive attacking stance, his bright green, shoulder-length hair striking against the warm glow of the metallic vegetation. His expression is stern and focused, and in his mouth he clutches a renowned short sword, its hilt entwined with ancient runes, its blade gleaming with a cold gleam. He wears a dark green, skin-tight leather armor embroidered with golden vines, and in his hands he holds two sleek, silver scimitars in reverse. Directly before him stands a massive, ornate column crafted entirely of polished brass, its shaft carved with intricate, interwoven reliefs of vibrant curves. The swordsman exerted force from his waist, and with the force of thunder, his arms slashed out in two swift and deadly silver arcs. The blades precisely sliced into the middle of the brass pistil. With a sharp metallic cutting sound and a burst of dazzling sparks, the massive pistil was neatly bisected. As the severed upper half began to slowly and heavily tilt, finally collapsing to the ground with a loud thud, the camera experienced a sharp and brief tremor, perfectly conveying the unparalleled impact and weight of the giant's collapse.", + "seed": 12849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_4/index_7814_seed_12849_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035903876181691885, + "vlm_logprob": -0.035903876181691885, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.035903876181691885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004875319544225931 + ], + "opposite_logprob_tokens": [ + -5.379875183105469 + ], + "logprob_reward": -0.004875319544225931, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004875319544225931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1789555847644806, + 0.16366060078144073, + 0.09108352661132812, + 0.13887156546115875, + 0.12327463179826736, + 0.0601055733859539, + 0.052483391016721725, + 0.030622979626059532, + 0.04988206923007965, + 0.11106003820896149 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004875319544225931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255536638200283 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.01255536638200283, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255536638200283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35998833179473877, + 0.03827543184161186, + 0.06028619408607483, + 0.11771892011165619, + 0.08534351736307144, + 0.06551725417375565, + 0.06184723228216171, + 0.02575276419520378, + 0.04429399594664574, + 0.14097638428211212 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.01255536638200283 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073208414018154 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011073208414018154, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073208414018154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.410539835691452, + 0.05717504769563675, + 0.02291143871843815, + 0.043336231261491776, + 0.16480609774589539, + 0.073514923453331, + 0.056384582072496414, + 0.0501130074262619, + 0.06174848601222038, + 0.05947035178542137 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.011073208414018154 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810028359293938 + ], + "opposite_logprob_tokens": [ + -3.288100242614746 + ], + "logprob_reward": -0.03810028359293938, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810028359293938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31394991278648376, + 0.09946997463703156, + 0.03339539095759392, + 0.15018866956233978, + 0.12414688616991043, + 0.09038999676704407, + 0.042288146913051605, + 0.04914883151650429, + 0.05472012236714363, + 0.042302023619413376 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.03810028359293938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291520297527313 + ], + "opposite_logprob_tokens": [ + -2.237915277481079 + ], + "logprob_reward": -0.11291520297527313, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291520297527313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22236177325248718, + 0.1178085133433342, + 0.07460912317037582, + 0.17926645278930664, + 0.11278074234724045, + 0.03533300757408142, + 0.055817700922489166, + 0.04976683855056763, + 0.071255624294281, + 0.08100023120641708 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.11291520297527313 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an upward angle, instantly transports us into a fantastical, Art Nouveau-inspired metal forest. Here, massive \"trees\" of twisted bronze and brass rise from the ground, their branches spreading like vines, their ends terminating in soft, lily-shaped lights. At the center of the frame, a green-haired swordsman lowers his weight into an explosive attacking stance, his bright green, shoulder-length hair striking against the warm glow of the metallic vegetation. His expression is stern and focused, and in his mouth he clutches a renowned short sword, its hilt entwined with ancient runes, its blade gleaming with a cold gleam. He wears a dark green, skin-tight leather armor embroidered with golden vines, and in his hands he holds two sleek, silver scimitars in reverse. Directly before him stands a massive, ornate column crafted entirely of polished brass, its shaft carved with intricate, interwoven reliefs of vibrant curves. The swordsman exerted force from his waist, and with the force of thunder, his arms slashed out in two swift and deadly silver arcs. The blades precisely sliced into the middle of the brass pistil. With a sharp metallic cutting sound and a burst of dazzling sparks, the massive pistil was neatly bisected. As the severed upper half began to slowly and heavily tilt, finally collapsing to the ground with a loud thud, the camera experienced a sharp and brief tremor, perfectly conveying the unparalleled impact and weight of the giant's collapse.", + "seed": 12850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_4/index_7814_seed_12850_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03564421078190207, + "vlm_logprob": -0.03564421078190207, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03564421078190207, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003998856525868177 + ], + "opposite_logprob_tokens": [ + -5.628998756408691 + ], + "logprob_reward": -0.003998856525868177, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003998856525868177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.335507869720459, + 0.10557272285223007, + 0.04847138747572899, + 0.07454407215118408, + 0.12256130576133728, + 0.03902052715420723, + 0.04818810522556305, + 0.06178462505340576, + 0.05833304673433304, + 0.10601628571748734 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.003998856525868177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763675756752491 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.00763675756752491, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763675756752491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2453734427690506, + 0.13957802951335907, + 0.10338377207517624, + 0.03721732273697853, + 0.09524650126695633, + 0.08644077181816101, + 0.028613528236746788, + 0.05537375807762146, + 0.0780029296875, + 0.13076995313167572 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.00763675756752491 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778456762433052 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778456762433052, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778456762433052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22460509836673737, + 0.11287707835435867, + 0.06015334278345108, + 0.11440062522888184, + 0.09103113412857056, + 0.07251132279634476, + 0.04378363862633705, + 0.06298570334911346, + 0.10342598706483841, + 0.11422600597143173 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.009778456762433052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792420566082 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.029792420566082, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792420566082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2601948380470276, + 0.08697927743196487, + 0.07084094732999802, + 0.05464697256684303, + 0.03867945075035095, + 0.0375395268201828, + 0.0460159033536911, + 0.11096587777137756, + 0.19365628063678741, + 0.10048095881938934 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.029792420566082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701456248760223 + ], + "opposite_logprob_tokens": [ + -2.127014636993408 + ], + "logprob_reward": -0.12701456248760223, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701456248760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2019195258617401, + 0.08492614328861237, + 0.0625346228480339, + 0.08003449440002441, + 0.06903839111328125, + 0.05308236926794052, + 0.08361177891492844, + 0.03316185995936394, + 0.18240760266780853, + 0.14928318560123444 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.12701456248760223 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an upward angle, instantly transports us into a fantastical, Art Nouveau-inspired metal forest. Here, massive \"trees\" of twisted bronze and brass rise from the ground, their branches spreading like vines, their ends terminating in soft, lily-shaped lights. At the center of the frame, a green-haired swordsman lowers his weight into an explosive attacking stance, his bright green, shoulder-length hair striking against the warm glow of the metallic vegetation. His expression is stern and focused, and in his mouth he clutches a renowned short sword, its hilt entwined with ancient runes, its blade gleaming with a cold gleam. He wears a dark green, skin-tight leather armor embroidered with golden vines, and in his hands he holds two sleek, silver scimitars in reverse. Directly before him stands a massive, ornate column crafted entirely of polished brass, its shaft carved with intricate, interwoven reliefs of vibrant curves. The swordsman exerted force from his waist, and with the force of thunder, his arms slashed out in two swift and deadly silver arcs. The blades precisely sliced into the middle of the brass pistil. With a sharp metallic cutting sound and a burst of dazzling sparks, the massive pistil was neatly bisected. As the severed upper half began to slowly and heavily tilt, finally collapsing to the ground with a loud thud, the camera experienced a sharp and brief tremor, perfectly conveying the unparalleled impact and weight of the giant's collapse.", + "seed": 12851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_4/index_7814_seed_12851_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025456747994758187, + "vlm_logprob": -0.025456747994758187, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.025456747994758187, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001777022727765143 + ], + "opposite_logprob_tokens": [ + -6.501777172088623 + ], + "logprob_reward": -0.001777022727765143, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001777022727765143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15749862790107727, + 0.15727093815803528, + 0.06054064258933067, + 0.06160666421055794, + 0.07183791697025299, + 0.052874449640512466, + 0.14331960678100586, + 0.08298847079277039, + 0.08883700519800186, + 0.12322568148374557 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.001777022727765143 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634746376425028 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.007634746376425028, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634746376425028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1415051370859146, + 0.10495031625032425, + 0.06548130512237549, + 0.06690287590026855, + 0.09586278349161148, + 0.04083782061934471, + 0.2225683629512787, + 0.04247979074716568, + 0.061453722417354584, + 0.15795786678791046 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.007634746376425028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778101928532124 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009778101928532124, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778101928532124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15858043730258942, + 0.18706955015659332, + 0.1542387157678604, + 0.051638633012771606, + 0.05850866809487343, + 0.037427954375743866, + 0.07696635276079178, + 0.07428520172834396, + 0.08130145817995071, + 0.11998305469751358 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009778101928532124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038093168288469315 + ], + "opposite_logprob_tokens": [ + -3.288093090057373 + ], + "logprob_reward": -0.038093168288469315, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038093168288469315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16087014973163605, + 0.09241864830255508, + 0.08509097993373871, + 0.06680124998092651, + 0.046788446605205536, + 0.042759884148836136, + 0.09623268246650696, + 0.16167239844799042, + 0.12632812559604645, + 0.12103741616010666 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.038093168288469315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000070065259933 + ], + "opposite_logprob_tokens": [ + -2.695000648498535 + ], + "logprob_reward": -0.07000070065259933, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000070065259933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11213444918394089, + 0.11021183431148529, + 0.03029000572860241, + 0.0565207302570343, + 0.04032032564282417, + 0.037346336990594864, + 0.3203226327896118, + 0.05696593597531319, + 0.16985106468200684, + 0.06603670865297318 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.07000070065259933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from an upward angle, instantly transports us into a fantastical, Art Nouveau-inspired metal forest. Here, massive \"trees\" of twisted bronze and brass rise from the ground, their branches spreading like vines, their ends terminating in soft, lily-shaped lights. At the center of the frame, a green-haired swordsman lowers his weight into an explosive attacking stance, his bright green, shoulder-length hair striking against the warm glow of the metallic vegetation. His expression is stern and focused, and in his mouth he clutches a renowned short sword, its hilt entwined with ancient runes, its blade gleaming with a cold gleam. He wears a dark green, skin-tight leather armor embroidered with golden vines, and in his hands he holds two sleek, silver scimitars in reverse. Directly before him stands a massive, ornate column crafted entirely of polished brass, its shaft carved with intricate, interwoven reliefs of vibrant curves. The swordsman exerted force from his waist, and with the force of thunder, his arms slashed out in two swift and deadly silver arcs. The blades precisely sliced into the middle of the brass pistil. With a sharp metallic cutting sound and a burst of dazzling sparks, the massive pistil was neatly bisected. As the severed upper half began to slowly and heavily tilt, finally collapsing to the ground with a loud thud, the camera experienced a sharp and brief tremor, perfectly conveying the unparalleled impact and weight of the giant's collapse.", + "seed": 12852, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_4/index_7814_seed_12852_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027361063845455648, + "vlm_logprob": -0.027361063845455648, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.027361063845455648, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010499006137251854 + ], + "opposite_logprob_tokens": [ + -4.635499000549316 + ], + "logprob_reward": -0.010499006137251854, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010499006137251854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1866469830274582, + 0.14369580149650574, + 0.08482153713703156, + 0.12463455647230148, + 0.11054118722677231, + 0.07205387204885483, + 0.07111939787864685, + 0.08096542209386826, + 0.04082543030381203, + 0.08469586074352264 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.010499006137251854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020601341500878334 + ], + "opposite_logprob_tokens": [ + -3.895601272583008 + ], + "logprob_reward": -0.020601341500878334, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020601341500878334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12021613121032715, + 0.1096990630030632, + 0.09882206469774246, + 0.19967974722385406, + 0.04985103756189346, + 0.03943600505590439, + 0.056183602660894394, + 0.09385054558515549, + 0.09785255044698715, + 0.13440923392772675 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.020601341500878334 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09084099531173706, + 0.09578965604305267, + 0.06494279950857162, + 0.1020110473036766, + 0.07051851600408554, + 0.03220844268798828, + 0.06025145202875137, + 0.10224071890115738, + 0.061877135187387466, + 0.3193191885948181 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.012540297582745552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198473654687405 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198473654687405, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198473654687405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07223334908485413, + 0.15574055910110474, + 0.03360477834939957, + 0.0664396658539772, + 0.03260599449276924, + 0.04370218887925148, + 0.05062530189752579, + 0.08039955794811249, + 0.10653777420520782, + 0.35811087489128113 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.014198473654687405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a fantastical Art Nouveau-inspired metal forest with twisted bronze and brass trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a green-haired swordsman visible in a dark green leather armor holding two silver scimitars in reverse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the swordsman perform an explosive attacking stance where his arms slash out in two swift silver arcs to bisect a massive brass pistil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the brass pistil shown being neatly bisected with a burst of dazzling sparks and then collapsing to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp and brief tremor as the upper half of the brass pistil collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896620035171509 + ], + "opposite_logprob_tokens": [ + -2.5789661407470703 + ], + "logprob_reward": -0.07896620035171509, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896620035171509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07096968591213226, + 0.14649160206317902, + 0.02495158463716507, + 0.09797263145446777, + 0.05940445512533188, + 0.06527027487754822, + 0.02219564840197563, + 0.04862925037741661, + 0.07585589587688446, + 0.3882589638233185 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.07896620035171509 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_5/index_tensor([8292, 8292])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_5/index_tensor([8292, 8292])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a7bbb8f111cd91d503a3d9472dee8f78bc9a1006 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_5/index_tensor([8292, 8292])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene opens with a high-angle, wide shot, the camera slowly tilting downward to follow a young, happy Asian child as he expertly rides a BMX bike through a park. The child, about seven years old, has an expression of pure, focused joy, thick, dark curls peeking out from under a vibrant orange beanie. They're dressed in a layered, comfortable style—a slightly oversized gray zip-up hoodie paired with a plain white T-shirt and dark, durable jeans. Their small frame rests on a compact, matte black BMX bike, which they expertly maneuver. By deliberately shifting their weight, the child leans back, arms extended, and lifts the front wheel off the ground in a slow, steady manual effort. The bike glides gracefully and steadily along the smooth concrete path. The entire park is bathed in the magical glow of dusk's golden hour. A low, warm sun slants through a thin, ethereal layer of mist, casting long, soft shadows that make the air itself seem to glow. The background reveals the soft outlines of tall trees and a park bench in the distance, all softened by a light mist, creating a serene, dreamy and deeply peaceful atmosphere that celebrates a moment of youthful freedom and skill.", + "seed": 2433, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_5/index_8292_seed_2433_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048213484417647126, + "vlm_logprob": -0.048213484417647126, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.048213484417647126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1731143295764923 + ], + "opposite_logprob_tokens": [ + -1.92311429977417 + ], + "logprob_reward": -0.1731143295764923, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1731143295764923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09083102643489838, + 0.05586186796426773, + 0.09542961418628693, + 0.03423858806490898, + 0.056404247879981995, + 0.07353785634040833, + 0.03596162050962448, + 0.4209994375705719, + 0.07363864034414291, + 0.06309714168310165 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.1731143295764923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373555839061737 + ], + "opposite_logprob_tokens": [ + -3.408735513687134 + ], + "logprob_reward": -0.03373555839061737, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373555839061737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18547287583351135, + 0.08258780092000961, + 0.0898727998137474, + 0.047813139855861664, + 0.14900019764900208, + 0.05390137434005737, + 0.046685680747032166, + 0.22371479868888855, + 0.06462478637695312, + 0.056326523423194885 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.03373555839061737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947155877947807 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947155877947807, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947155877947807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16734439134597778, + 0.06049603223800659, + 0.08138282597064972, + 0.060824960470199585, + 0.1677320897579193, + 0.08072229474782944, + 0.0719391256570816, + 0.08048701286315918, + 0.17544279992580414, + 0.05362853407859802 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.005947155877947807 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019374187104403973 + ], + "opposite_logprob_tokens": [ + -6.251937389373779 + ], + "logprob_reward": -0.0019374187104403973, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019374187104403973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11370576918125153, + 0.05619591474533081, + 0.07060103118419647, + 0.07800418883562088, + 0.3351389169692993, + 0.0661170557141304, + 0.040851008147001266, + 0.10923667997121811, + 0.06658031791448593, + 0.06356915086507797 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0019374187104403973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332959532737732 + ], + "opposite_logprob_tokens": [ + -3.6513328552246094 + ], + "logprob_reward": -0.026332959532737732, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332959532737732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30964916944503784, + 0.13296301662921906, + 0.07716681808233261, + 0.05868124961853027, + 0.1843886524438858, + 0.0587274469435215, + 0.03775830939412117, + 0.04398486763238907, + 0.053238313645124435, + 0.04344215616583824 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.026332959532737732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens with a high-angle, wide shot, the camera slowly tilting downward to follow a young, happy Asian child as he expertly rides a BMX bike through a park. The child, about seven years old, has an expression of pure, focused joy, thick, dark curls peeking out from under a vibrant orange beanie. They're dressed in a layered, comfortable style—a slightly oversized gray zip-up hoodie paired with a plain white T-shirt and dark, durable jeans. Their small frame rests on a compact, matte black BMX bike, which they expertly maneuver. By deliberately shifting their weight, the child leans back, arms extended, and lifts the front wheel off the ground in a slow, steady manual effort. The bike glides gracefully and steadily along the smooth concrete path. The entire park is bathed in the magical glow of dusk's golden hour. A low, warm sun slants through a thin, ethereal layer of mist, casting long, soft shadows that make the air itself seem to glow. The background reveals the soft outlines of tall trees and a park bench in the distance, all softened by a light mist, creating a serene, dreamy and deeply peaceful atmosphere that celebrates a moment of youthful freedom and skill.", + "seed": 2434, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_5/index_8292_seed_2434_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06854508891701698, + "vlm_logprob": -0.06854508891701698, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.06854508891701698, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26560768485069275 + ], + "opposite_logprob_tokens": [ + -1.5156077146530151 + ], + "logprob_reward": -0.26560768485069275, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26560768485069275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19792072474956512, + 0.04753745719790459, + 0.05552630126476288, + 0.07610750943422318, + 0.03592676296830177, + 0.02439076267182827, + 0.09847663342952728, + 0.10722845047712326, + 0.18746212124824524, + 0.16942329704761505 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.26560768485069275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026393799111247063 + ], + "opposite_logprob_tokens": [ + -3.6513938903808594 + ], + "logprob_reward": -0.026393799111247063, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026393799111247063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15837879478931427, + 0.09170535951852798, + 0.11222842335700989, + 0.1280835121870041, + 0.04630925878882408, + 0.05043947324156761, + 0.06122316047549248, + 0.15231767296791077, + 0.1257355809211731, + 0.07357869297266006 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.026393799111247063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06194297969341278, + 0.08818482607603073, + 0.07312526553869247, + 0.033308565616607666, + 0.03621461242437363, + 0.04417046159505844, + 0.03191790729761124, + 0.07521380484104156, + 0.3135030269622803, + 0.24241860210895538 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949762649834156 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949762649834156, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949762649834156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07505495101213455, + 0.16850346326828003, + 0.06423240154981613, + 0.10452251881361008, + 0.09610921144485474, + 0.026005016639828682, + 0.0716220960021019, + 0.13082465529441833, + 0.13168850541114807, + 0.13143718242645264 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.005949762649834156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369544818997383 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.03369544818997383, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369544818997383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15083827078342438, + 0.3463401794433594, + 0.0749044343829155, + 0.13508929312229156, + 0.027770765125751495, + 0.02400065027177334, + 0.07189047336578369, + 0.03763977810740471, + 0.07008019089698792, + 0.06144598871469498 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.03369544818997383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens with a high-angle, wide shot, the camera slowly tilting downward to follow a young, happy Asian child as he expertly rides a BMX bike through a park. The child, about seven years old, has an expression of pure, focused joy, thick, dark curls peeking out from under a vibrant orange beanie. They're dressed in a layered, comfortable style—a slightly oversized gray zip-up hoodie paired with a plain white T-shirt and dark, durable jeans. Their small frame rests on a compact, matte black BMX bike, which they expertly maneuver. By deliberately shifting their weight, the child leans back, arms extended, and lifts the front wheel off the ground in a slow, steady manual effort. The bike glides gracefully and steadily along the smooth concrete path. The entire park is bathed in the magical glow of dusk's golden hour. A low, warm sun slants through a thin, ethereal layer of mist, casting long, soft shadows that make the air itself seem to glow. The background reveals the soft outlines of tall trees and a park bench in the distance, all softened by a light mist, creating a serene, dreamy and deeply peaceful atmosphere that celebrates a moment of youthful freedom and skill.", + "seed": 2435, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_5/index_8292_seed_2435_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04291263627819717, + "vlm_logprob": -0.04291263627819717, + "vlm_yes_no_margin": 4.024999976158142, + "vlm_token_credit": -0.04291263627819717, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15413174033164978 + ], + "opposite_logprob_tokens": [ + -2.0291316509246826 + ], + "logprob_reward": -0.15413174033164978, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.15413174033164978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31437352299690247, + 0.054903097450733185, + 0.0398336760699749, + 0.09360194951295853, + 0.12525931000709534, + 0.06746236234903336, + 0.07779604941606522, + 0.0706583708524704, + 0.027916433289647102, + 0.12819521129131317 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.15413174033164978 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038127366453409195 + ], + "opposite_logprob_tokens": [ + -3.2881274223327637 + ], + "logprob_reward": -0.038127366453409195, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038127366453409195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3185305893421173, + 0.07969198375940323, + 0.07740034908056259, + 0.11367960274219513, + 0.15093402564525604, + 0.03089662827551365, + 0.03770151361823082, + 0.10617314279079437, + 0.02662793919444084, + 0.058364249765872955 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.038127366453409195 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627174723893404 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627174723893404, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627174723893404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2920393645763397, + 0.03248905390501022, + 0.04514381289482117, + 0.05091451480984688, + 0.09452604502439499, + 0.06474129855632782, + 0.16730883717536926, + 0.1022811084985733, + 0.08258014172315598, + 0.06797584146261215 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.007627174723893404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036114726681262255 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036114726681262255, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036114726681262255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3310050070285797, + 0.04880409315228462, + 0.14742979407310486, + 0.06946577876806259, + 0.17499107122421265, + 0.044644542038440704, + 0.052407801151275635, + 0.042189665138721466, + 0.047579482197761536, + 0.041482795029878616 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0036114726681262255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011065427213907242 + ], + "opposite_logprob_tokens": [ + -4.511065483093262 + ], + "logprob_reward": -0.011065427213907242, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011065427213907242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2029017210006714, + 0.21550051867961884, + 0.03367637097835541, + 0.07468103617429733, + 0.1033855527639389, + 0.10521044582128525, + 0.03924613073468208, + 0.07565875351428986, + 0.08044840395450592, + 0.06929106265306473 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.011065427213907242 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene opens with a high-angle, wide shot, the camera slowly tilting downward to follow a young, happy Asian child as he expertly rides a BMX bike through a park. The child, about seven years old, has an expression of pure, focused joy, thick, dark curls peeking out from under a vibrant orange beanie. They're dressed in a layered, comfortable style—a slightly oversized gray zip-up hoodie paired with a plain white T-shirt and dark, durable jeans. Their small frame rests on a compact, matte black BMX bike, which they expertly maneuver. By deliberately shifting their weight, the child leans back, arms extended, and lifts the front wheel off the ground in a slow, steady manual effort. The bike glides gracefully and steadily along the smooth concrete path. The entire park is bathed in the magical glow of dusk's golden hour. A low, warm sun slants through a thin, ethereal layer of mist, casting long, soft shadows that make the air itself seem to glow. The background reveals the soft outlines of tall trees and a park bench in the distance, all softened by a light mist, creating a serene, dreamy and deeply peaceful atmosphere that celebrates a moment of youthful freedom and skill.", + "seed": 2436, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_5/index_8292_seed_2436_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03237105952575803, + "vlm_logprob": -0.03237105952575803, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.03237105952575803, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09950222820043564 + ], + "opposite_logprob_tokens": [ + -2.4745023250579834 + ], + "logprob_reward": -0.09950222820043564, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09950222820043564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02826201729476452, + 0.02115429751574993, + 0.02122453786432743, + 0.6286593079566956, + 0.16909651458263397, + 0.03905940800905228, + 0.014272953383624554, + 0.028183696791529655, + 0.027396872639656067, + 0.022690335288643837 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.09950222820043564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810969367623329 + ], + "opposite_logprob_tokens": [ + -3.28810977935791 + ], + "logprob_reward": -0.03810969367623329, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810969367623329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06918980181217194, + 0.06703335791826248, + 0.033335234969854355, + 0.26923826336860657, + 0.40421682596206665, + 0.050818439573049545, + 0.0187996793538332, + 0.033564094454050064, + 0.025792915374040604, + 0.02801135927438736 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.03810969367623329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624808698892593 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624808698892593, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624808698892593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04091206192970276, + 0.015895651653409004, + 0.023535700514912605, + 0.2549847364425659, + 0.45963114500045776, + 0.06650054454803467, + 0.03912524878978729, + 0.03161017224192619, + 0.03992488235235214, + 0.027879880741238594 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.007624808698892593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090277012437582 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.004090277012437582, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090277012437582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0143521036952734, + 0.014101151376962662, + 0.012364895083010197, + 0.050511330366134644, + 0.8405110836029053, + 0.008559193462133408, + 0.00834567565470934, + 0.031972479075193405, + 0.010801630094647408, + 0.00848050694912672 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.004090277012437582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle, wide shot that slowly tilts downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young Asian child (about seven years old) wearing a vibrant orange beanie and a gray zip-up hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the child riding a compact, matte black BMX bike and performing a slow, steady manual (lifting the front wheel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a park with a smooth concrete path, tall trees, and a park bench in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low, warm sun at dusk with a thin layer of mist casting long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528290040791035 + ], + "opposite_logprob_tokens": [ + -4.387528419494629 + ], + "logprob_reward": -0.012528290040791035, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528290040791035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060795530676841736, + 0.17938613891601562, + 0.01962200552225113, + 0.11160431802272797, + 0.523469090461731, + 0.01749677211046219, + 0.02375330962240696, + 0.02798098884522915, + 0.018463989719748497, + 0.01742786355316639 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.012528290040791035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_6/index_tensor([5733, 5733])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_6/index_tensor([5733, 5733])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a9a7efae3e147a024872ecca1f7a2528e8536cda --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_6/index_tensor([5733, 5733])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures a moment of quiet discovery in a dense bamboo forest. Dappled sunlight filters through the tall canopy, creating soft, shifting patterns of light and shadow. The furry head of a giant panda cautiously emerges from behind a thick screen of vibrant green bamboo stems and leaves. Its fur is a dense, perfect white, each hair catching the soft light and contrasting sharply with the signature, soft-rimmed black patch surrounding its visible eye. From within that field, a single dark, gleaming, inquisitive eye peers out, its gaze gentle and inquisitive. The panda's head tilts slightly, slowly and deliberately advancing, causing several delicate bamboo clumps to part, its black nose twitching subtly. The entire action is executed with extreme caution, creating an atmosphere of tranquility and intimacy, as if the viewer has stumbled upon a secret, private moment deep within the heart of nature.", + "seed": 30408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_6/index_5733_seed_30408_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06987932322081178, + "vlm_logprob": -0.06987932322081178, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.06987932322081178, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10652224719524384 + ], + "opposite_logprob_tokens": [ + -2.48152232170105 + ], + "logprob_reward": -0.10652224719524384, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10652224719524384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06308324635028839, + 0.07117408514022827, + 0.07083527743816376, + 0.14433033764362335, + 0.07749088108539581, + 0.026845471933484077, + 0.03777032345533371, + 0.11843857914209366, + 0.3143658936023712, + 0.07566586136817932 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.10652224719524384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799505054950714 + ], + "opposite_logprob_tokens": [ + -1.804950475692749 + ], + "logprob_reward": -0.1799505054950714, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799505054950714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3875882029533386, + 0.052645035088062286, + 0.0481695793569088, + 0.029491489753127098, + 0.06911870092153549, + 0.08656815439462662, + 0.03573144972324371, + 0.1566731184720993, + 0.0741262137889862, + 0.05988806113600731 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.1799505054950714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017183552263304591 + ], + "opposite_logprob_tokens": [ + -6.376718521118164 + ], + "logprob_reward": -0.0017183552263304591, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017183552263304591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12660172581672668, + 0.07851278781890869, + 0.07966642826795578, + 0.07549544423818588, + 0.07572571933269501, + 0.09329342097043991, + 0.16261577606201172, + 0.08366543799638748, + 0.07525340467691422, + 0.14916984736919403 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0017183552263304591 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254948042333126 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.01254948042333126, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254948042333126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09141255170106888, + 0.15474647283554077, + 0.13699287176132202, + 0.08745497465133667, + 0.06668642908334732, + 0.07467243075370789, + 0.11507245898246765, + 0.09573669731616974, + 0.05300372466444969, + 0.12422138452529907 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.01254948042333126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048656027764081955 + ], + "opposite_logprob_tokens": [ + -3.0486559867858887 + ], + "logprob_reward": -0.048656027764081955, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048656027764081955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22714214026927948, + 0.08419366180896759, + 0.07338828593492508, + 0.07900306582450867, + 0.10632862895727158, + 0.04849402606487274, + 0.060723282396793365, + 0.05628624185919762, + 0.0782281905412674, + 0.18621249496936798 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.048656027764081955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a moment of quiet discovery in a dense bamboo forest. Dappled sunlight filters through the tall canopy, creating soft, shifting patterns of light and shadow. The furry head of a giant panda cautiously emerges from behind a thick screen of vibrant green bamboo stems and leaves. Its fur is a dense, perfect white, each hair catching the soft light and contrasting sharply with the signature, soft-rimmed black patch surrounding its visible eye. From within that field, a single dark, gleaming, inquisitive eye peers out, its gaze gentle and inquisitive. The panda's head tilts slightly, slowly and deliberately advancing, causing several delicate bamboo clumps to part, its black nose twitching subtly. The entire action is executed with extreme caution, creating an atmosphere of tranquility and intimacy, as if the viewer has stumbled upon a secret, private moment deep within the heart of nature.", + "seed": 30409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_6/index_5733_seed_30409_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06250900076702237, + "vlm_logprob": -0.06250900076702237, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.06250900076702237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2068604677915573 + ], + "opposite_logprob_tokens": [ + -1.8318604230880737 + ], + "logprob_reward": -0.2068604677915573, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.2068604677915573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7248520255088806, + 0.025617966428399086, + 0.022559117525815964, + 0.023435693234205246, + 0.015261639840900898, + 0.025472816079854965, + 0.02767307497560978, + 0.094450443983078, + 0.017608223482966423, + 0.023068919777870178 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.2068604677915573 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006716728210449 + ], + "opposite_logprob_tokens": [ + -2.6950671672821045 + ], + "logprob_reward": -0.07006716728210449, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006716728210449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6426464319229126, + 0.060788046568632126, + 0.03590230643749237, + 0.04260483756661415, + 0.008041325956583023, + 0.0067400457337498665, + 0.016074486076831818, + 0.015998102724552155, + 0.16129101812839508, + 0.009913378395140171 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.07006716728210449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013435394503176212 + ], + "opposite_logprob_tokens": [ + -6.626343727111816 + ], + "logprob_reward": -0.0013435394503176212, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013435394503176212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23073691129684448, + 0.15101398527622223, + 0.05237848311662674, + 0.03164615109562874, + 0.03236229717731476, + 0.12185557931661606, + 0.039436280727386475, + 0.11991420388221741, + 0.12025853246450424, + 0.10039763897657394 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0013435394503176212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199361860752106 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.018199361860752106, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199361860752106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7609567046165466, + 0.031348567456007004, + 0.036868900060653687, + 0.02081235498189926, + 0.016137462109327316, + 0.009363900870084763, + 0.03492208570241928, + 0.026103612035512924, + 0.029568634927272797, + 0.03391778841614723 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.018199361860752106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074467450380325 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.016074467450380325, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074467450380325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7525585293769836, + 0.02442091889679432, + 0.011628464795649052, + 0.00869034230709076, + 0.02107997238636017, + 0.08935529738664627, + 0.020814476534724236, + 0.02478090673685074, + 0.006865364499390125, + 0.039805736392736435 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.016074467450380325 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a moment of quiet discovery in a dense bamboo forest. Dappled sunlight filters through the tall canopy, creating soft, shifting patterns of light and shadow. The furry head of a giant panda cautiously emerges from behind a thick screen of vibrant green bamboo stems and leaves. Its fur is a dense, perfect white, each hair catching the soft light and contrasting sharply with the signature, soft-rimmed black patch surrounding its visible eye. From within that field, a single dark, gleaming, inquisitive eye peers out, its gaze gentle and inquisitive. The panda's head tilts slightly, slowly and deliberately advancing, causing several delicate bamboo clumps to part, its black nose twitching subtly. The entire action is executed with extreme caution, creating an atmosphere of tranquility and intimacy, as if the viewer has stumbled upon a secret, private moment deep within the heart of nature.", + "seed": 30410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_6/index_5733_seed_30410_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08430874787736684, + "vlm_logprob": -0.08430874787736684, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.08430874787736684, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.140241339802742 + ], + "opposite_logprob_tokens": [ + -2.1402413845062256 + ], + "logprob_reward": -0.140241339802742, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.140241339802742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21405024826526642, + 0.06879109889268875, + 0.053078487515449524, + 0.15495693683624268, + 0.10748566687107086, + 0.040595509111881256, + 0.13124893605709076, + 0.03355744108557701, + 0.06096132472157478, + 0.13527435064315796 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.140241339802742 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560672461986542 + ], + "opposite_logprob_tokens": [ + -1.6006066799163818 + ], + "logprob_reward": -0.22560672461986542, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560672461986542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17853312194347382, + 0.3478429913520813, + 0.08914801478385925, + 0.04142651706933975, + 0.031066982075572014, + 0.07212674617767334, + 0.1197817474603653, + 0.061807844787836075, + 0.01872992143034935, + 0.03953617438673973 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.22560672461986542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015159078175202012 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015159078175202012, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015159078175202012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1825895607471466, + 0.04326470568776131, + 0.04904412850737572, + 0.04855760186910629, + 0.08586964756250381, + 0.10440706461668015, + 0.02604839950799942, + 0.04134824126958847, + 0.057447176426649094, + 0.3614234924316406 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0015159078175202012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078105196356773 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016078105196356773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078105196356773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22556866705417633, + 0.08499455451965332, + 0.07847915589809418, + 0.03324199840426445, + 0.10346313565969467, + 0.05579523369669914, + 0.0716119036078453, + 0.09039024263620377, + 0.019941888749599457, + 0.23651325702667236 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.016078105196356773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810166195034981 + ], + "opposite_logprob_tokens": [ + -3.2881016731262207 + ], + "logprob_reward": -0.03810166195034981, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810166195034981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1060958281159401, + 0.11887966096401215, + 0.035972870886325836, + 0.08588431030511856, + 0.20675811171531677, + 0.21853065490722656, + 0.03467201068997383, + 0.029553644359111786, + 0.01850949414074421, + 0.14514335989952087 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.03810166195034981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a moment of quiet discovery in a dense bamboo forest. Dappled sunlight filters through the tall canopy, creating soft, shifting patterns of light and shadow. The furry head of a giant panda cautiously emerges from behind a thick screen of vibrant green bamboo stems and leaves. Its fur is a dense, perfect white, each hair catching the soft light and contrasting sharply with the signature, soft-rimmed black patch surrounding its visible eye. From within that field, a single dark, gleaming, inquisitive eye peers out, its gaze gentle and inquisitive. The panda's head tilts slightly, slowly and deliberately advancing, causing several delicate bamboo clumps to part, its black nose twitching subtly. The entire action is executed with extreme caution, creating an atmosphere of tranquility and intimacy, as if the viewer has stumbled upon a secret, private moment deep within the heart of nature.", + "seed": 30411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_6/index_5733_seed_30411_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05352059348952025, + "vlm_logprob": -0.05352059348952025, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05352059348952025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15970773994922638 + ], + "opposite_logprob_tokens": [ + -2.03470778465271 + ], + "logprob_reward": -0.15970773994922638, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15970773994922638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020735548809170723, + 0.04801627993583679, + 0.0863361805677414, + 0.03969784826040268, + 0.027445774525403976, + 0.030348949134349823, + 0.03869401663541794, + 0.2101982980966568, + 0.47815483808517456, + 0.020372256636619568 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.15970773994922638 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048693157732486725 + ], + "opposite_logprob_tokens": [ + -3.0486931800842285 + ], + "logprob_reward": -0.048693157732486725, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048693157732486725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031093699857592583, + 0.06011666730046272, + 0.08002988249063492, + 0.02205909974873066, + 0.019269246608018875, + 0.019938645884394646, + 0.019353670999407768, + 0.02071128413081169, + 0.7130783796310425, + 0.014349470846354961 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.048693157732486725 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019442004850134254 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.0019442004850134254, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019442004850134254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017709989100694656, + 0.04652966186404228, + 0.10216184705495834, + 0.04027000442147255, + 0.010120290331542492, + 0.018377458676695824, + 0.023608200252056122, + 0.1714041382074356, + 0.5248528718948364, + 0.044965557754039764 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.0019442004850134254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202234335243702 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202234335243702, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202234335243702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03100770153105259, + 0.04994573816657066, + 0.15903779864311218, + 0.06738216429948807, + 0.024442244321107864, + 0.049955300986766815, + 0.10832799226045609, + 0.21334537863731384, + 0.24036718904972076, + 0.05618844926357269 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.014202234335243702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dense bamboo forest with dappled sunlight filtering through the canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visible subject the furry head of a giant panda with white fur and a black patch around its eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the panda's head tilt slightly and advance slowly while parting bamboo clumps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single dark, gleaming eye visible peering out from behind the bamboo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305563494563103 + ], + "opposite_logprob_tokens": [ + -3.168055534362793 + ], + "logprob_reward": -0.04305563494563103, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305563494563103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02685227245092392, + 0.04733286052942276, + 0.09821444004774094, + 0.04589913412928581, + 0.014028067700564861, + 0.02242119424045086, + 0.05464720353484154, + 0.3342124819755554, + 0.26580536365509033, + 0.09058697521686554 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.04305563494563103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_7/index_tensor([885, 885])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_7/index_tensor([885, 885])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b342791128467cc5a7ba4dce5a2ee36aa60a77ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_7/index_tensor([885, 885])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "glossy, eye-level camera relentlessly follows a large group of marathon runners, capturing the scene in stunning, surreal detail. The camera moves at their pace, placing a few distinct runners in the foreground with razor-sharp focus. A woman with a high, swinging ponytail, rosy-faced and focused, wears a bright yellow technical vest drenched in sweat. Beside her, a man with a shaved head and a focused expression, every tense muscle fiber in his calves and thighs visible with each powerful stride. Their outfits are a vibrant, chaotic mosaic of neon green, electric blue, and hot pink, all rendered with realistic textures. Their collective action is a thunderous, rhythmic thud against the asphalt of the broad city avenue, a unified forward wave, thousands of individual bodies moving as one undulating mass. Crisp, low-angle morning sunlight filters through the scene, gleaming on their foreheads and casting long, dynamic shadows as they run. In the background, the blurred forms of cheering spectators and city buildings streak by, enhancing the profound sense of speed and unstoppable momentum, creating an epic atmosphere rich in raw determination and human endurance.", + "seed": 21556, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_7/index_885_seed_21556_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17369381487369537, + "vlm_logprob": -0.17369381487369537, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.17369381487369537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21043767035007477 + ], + "opposite_logprob_tokens": [ + -1.8354376554489136 + ], + "logprob_reward": -0.21043767035007477, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.21043767035007477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05122384428977966, + 0.041788797825574875, + 0.041846178472042084, + 0.7076185941696167, + 0.01619393192231655, + 0.05016685649752617, + 0.016191065311431885, + 0.03808484971523285, + 0.024692609906196594, + 0.012193265371024609 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.21043767035007477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011112585663795471 + ], + "opposite_logprob_tokens": [ + -4.511112689971924 + ], + "logprob_reward": -0.011112585663795471, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011112585663795471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36372601985931396, + 0.05124375969171524, + 0.09382080286741257, + 0.0874057188630104, + 0.04842713102698326, + 0.1617133468389511, + 0.021405573934316635, + 0.08795015513896942, + 0.045191872864961624, + 0.03911558911204338 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.011112585663795471 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811520338058472 + ], + "opposite_logprob_tokens": [ + -3.2881152629852295 + ], + "logprob_reward": -0.03811520338058472, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811520338058472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19852998852729797, + 0.06697815656661987, + 0.06967661529779434, + 0.32060450315475464, + 0.042832523584365845, + 0.07407162338495255, + 0.0342545323073864, + 0.03853730484843254, + 0.08296352624893188, + 0.07155125588178635 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.03811520338058472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799011081457138 + ], + "opposite_logprob_tokens": [ + -1.804901123046875 + ], + "logprob_reward": -0.1799011081457138, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799011081457138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09331894665956497, + 0.0768812745809555, + 0.04037439078092575, + 0.32070794701576233, + 0.03760787472128868, + 0.26554054021835327, + 0.025479257106781006, + 0.05770427733659744, + 0.05773277208209038, + 0.024652734398841858 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.1799011081457138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289025068283081 + ], + "opposite_logprob_tokens": [ + -1.053902506828308 + ], + "logprob_reward": -0.4289025068283081, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289025068283081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15059560537338257, + 0.039756301790475845, + 0.0958339273929596, + 0.22328615188598633, + 0.20313353836536407, + 0.11476320773363113, + 0.017005186527967453, + 0.04978465288877487, + 0.056935038417577744, + 0.04890640079975128 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.4289025068283081 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "glossy, eye-level camera relentlessly follows a large group of marathon runners, capturing the scene in stunning, surreal detail. The camera moves at their pace, placing a few distinct runners in the foreground with razor-sharp focus. A woman with a high, swinging ponytail, rosy-faced and focused, wears a bright yellow technical vest drenched in sweat. Beside her, a man with a shaved head and a focused expression, every tense muscle fiber in his calves and thighs visible with each powerful stride. Their outfits are a vibrant, chaotic mosaic of neon green, electric blue, and hot pink, all rendered with realistic textures. Their collective action is a thunderous, rhythmic thud against the asphalt of the broad city avenue, a unified forward wave, thousands of individual bodies moving as one undulating mass. Crisp, low-angle morning sunlight filters through the scene, gleaming on their foreheads and casting long, dynamic shadows as they run. In the background, the blurred forms of cheering spectators and city buildings streak by, enhancing the profound sense of speed and unstoppable momentum, creating an epic atmosphere rich in raw determination and human endurance.", + "seed": 21557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_7/index_885_seed_21557_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.25752106942236425, + "vlm_logprob": -0.25752106942236425, + "vlm_yes_no_margin": 1.9, + "vlm_token_credit": -0.25752106942236425, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12865620851516724 + ], + "opposite_logprob_tokens": [ + -2.3786561489105225 + ], + "logprob_reward": -0.12865620851516724, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.12865620851516724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11812490224838257, + 0.16355347633361816, + 0.039201490581035614, + 0.3206349015235901, + 0.034954287111759186, + 0.06497243046760559, + 0.06650596112012863, + 0.06337898969650269, + 0.0806085467338562, + 0.04806507006287575 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.12865620851516724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984379418194294 + ], + "opposite_logprob_tokens": [ + -3.529843807220459 + ], + "logprob_reward": -0.02984379418194294, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984379418194294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08740567415952682, + 0.12319215387105942, + 0.11377041041851044, + 0.04677405580878258, + 0.03322713449597359, + 0.14943361282348633, + 0.17109142243862152, + 0.07430421561002731, + 0.1706697642803192, + 0.030131438747048378 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.02984379418194294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867272078990936 + ], + "opposite_logprob_tokens": [ + -3.048672676086426 + ], + "logprob_reward": -0.04867272078990936, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867272078990936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08662854135036469, + 0.2569115161895752, + 0.09405837953090668, + 0.09875866025686264, + 0.0626319944858551, + 0.08959555625915527, + 0.1417522132396698, + 0.03187306970357895, + 0.09537585079669952, + 0.04241417348384857 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.04867272078990936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38708409667015076 + ], + "opposite_logprob_tokens": [ + -1.1370841264724731 + ], + "logprob_reward": -0.38708409667015076, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38708409667015076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06257233768701553, + 0.08100134879350662, + 0.13515368103981018, + 0.06625174731016159, + 0.030264122411608696, + 0.19097167253494263, + 0.09122684597969055, + 0.11370766907930374, + 0.12744556367397308, + 0.101405069231987 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.38708409667015076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933485269546509 + ], + "opposite_logprob_tokens": [ + -0.6933485269546509 + ], + "logprob_reward": -0.6933485269546509, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933485269546509, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1450633704662323, + 0.0552297905087471, + 0.07856469601392746, + 0.05563269928097725, + 0.04298190400004387, + 0.2775346636772156, + 0.061435434967279434, + 0.0846538171172142, + 0.11058347672224045, + 0.08832015842199326 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.6933485269546509 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "glossy, eye-level camera relentlessly follows a large group of marathon runners, capturing the scene in stunning, surreal detail. The camera moves at their pace, placing a few distinct runners in the foreground with razor-sharp focus. A woman with a high, swinging ponytail, rosy-faced and focused, wears a bright yellow technical vest drenched in sweat. Beside her, a man with a shaved head and a focused expression, every tense muscle fiber in his calves and thighs visible with each powerful stride. Their outfits are a vibrant, chaotic mosaic of neon green, electric blue, and hot pink, all rendered with realistic textures. Their collective action is a thunderous, rhythmic thud against the asphalt of the broad city avenue, a unified forward wave, thousands of individual bodies moving as one undulating mass. Crisp, low-angle morning sunlight filters through the scene, gleaming on their foreheads and casting long, dynamic shadows as they run. In the background, the blurred forms of cheering spectators and city buildings streak by, enhancing the profound sense of speed and unstoppable momentum, creating an epic atmosphere rich in raw determination and human endurance.", + "seed": 21558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_7/index_885_seed_21558_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26261044219136237, + "vlm_logprob": -0.26261044219136237, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.26261044219136237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23569218814373016 + ], + "opposite_logprob_tokens": [ + -1.8606921434402466 + ], + "logprob_reward": -0.23569218814373016, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.23569218814373016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25380659103393555, + 0.08716483414173126, + 0.1403091996908188, + 0.1113879382610321, + 0.07625310122966766, + 0.04912694916129112, + 0.03333042189478874, + 0.08137784898281097, + 0.11002974212169647, + 0.05721336975693703 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.23569218814373016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500495806336403 + ], + "opposite_logprob_tokens": [ + -2.9300050735473633 + ], + "logprob_reward": -0.05500495806336403, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500495806336403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03917846456170082, + 0.03655226528644562, + 0.19974063336849213, + 0.1566222906112671, + 0.09702800214290619, + 0.06799536943435669, + 0.07503823190927505, + 0.16506730020046234, + 0.06882822513580322, + 0.09394927322864532 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.05500495806336403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004927098751068 + ], + "opposite_logprob_tokens": [ + -2.695049285888672 + ], + "logprob_reward": -0.07004927098751068, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004927098751068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1548735499382019, + 0.033697184175252914, + 0.15836185216903687, + 0.060798462480306625, + 0.07499775290489197, + 0.1334487348794937, + 0.06415536999702454, + 0.19630767405033112, + 0.04116981849074364, + 0.08218961954116821 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.07004927098751068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42894017696380615 + ], + "opposite_logprob_tokens": [ + -1.0539401769638062 + ], + "logprob_reward": -0.42894017696380615, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42894017696380615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10607683658599854, + 0.07861769944429398, + 0.11794893443584442, + 0.04538798704743385, + 0.1803278774023056, + 0.12722836434841156, + 0.04966164752840996, + 0.035807713866233826, + 0.16742126643657684, + 0.09152168035507202 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.42894017696380615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233656167984009 + ], + "opposite_logprob_tokens": [ + -0.8983656167984009 + ], + "logprob_reward": -0.5233656167984009, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233656167984009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11801856756210327, + 0.08744465559720993, + 0.03585764765739441, + 0.04757443442940712, + 0.15760262310504913, + 0.1004287526011467, + 0.1117943823337555, + 0.050762858241796494, + 0.21079188585281372, + 0.07972417771816254 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.5233656167984009 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "glossy, eye-level camera relentlessly follows a large group of marathon runners, capturing the scene in stunning, surreal detail. The camera moves at their pace, placing a few distinct runners in the foreground with razor-sharp focus. A woman with a high, swinging ponytail, rosy-faced and focused, wears a bright yellow technical vest drenched in sweat. Beside her, a man with a shaved head and a focused expression, every tense muscle fiber in his calves and thighs visible with each powerful stride. Their outfits are a vibrant, chaotic mosaic of neon green, electric blue, and hot pink, all rendered with realistic textures. Their collective action is a thunderous, rhythmic thud against the asphalt of the broad city avenue, a unified forward wave, thousands of individual bodies moving as one undulating mass. Crisp, low-angle morning sunlight filters through the scene, gleaming on their foreheads and casting long, dynamic shadows as they run. In the background, the blurred forms of cheering spectators and city buildings streak by, enhancing the profound sense of speed and unstoppable momentum, creating an epic atmosphere rich in raw determination and human endurance.", + "seed": 21559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_7/index_885_seed_21559_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20198044925928116, + "vlm_logprob": -0.20198044925928116, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.20198044925928116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21541878581047058 + ], + "opposite_logprob_tokens": [ + -2.090418815612793 + ], + "logprob_reward": -0.21541878581047058, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.21541878581047058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10331210494041443, + 0.3075959384441376, + 0.08099377155303955, + 0.03952488303184509, + 0.15096798539161682, + 0.09598372876644135, + 0.037612609565258026, + 0.05128973349928856, + 0.09498913586139679, + 0.037730149924755096 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.21541878581047058 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048700764775276184 + ], + "opposite_logprob_tokens": [ + -3.0487008094787598 + ], + "logprob_reward": -0.048700764775276184, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048700764775276184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1531456708908081, + 0.09449412673711777, + 0.1319759637117386, + 0.060323894023895264, + 0.06032842770218849, + 0.07679393887519836, + 0.04308474063873291, + 0.07993311434984207, + 0.06347832083702087, + 0.23644183576107025 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.048700764775276184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207539886236191 + ], + "opposite_logprob_tokens": [ + -2.81207537651062 + ], + "logprob_reward": -0.06207539886236191, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207539886236191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09924612194299698, + 0.2215152084827423, + 0.07789487391710281, + 0.05548052489757538, + 0.131699800491333, + 0.17484013736248016, + 0.05386205017566681, + 0.060785502195358276, + 0.0680144801735878, + 0.05666127800941467 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.06207539886236191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037887334823608 + ], + "opposite_logprob_tokens": [ + -1.9103789329528809 + ], + "logprob_reward": -0.16037887334823608, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037887334823608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13585175573825836, + 0.16524170339107513, + 0.07709106802940369, + 0.04193028435111046, + 0.05680634826421738, + 0.2192421555519104, + 0.07134240120649338, + 0.08042806386947632, + 0.09687909483909607, + 0.05518713593482971 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.16037887334823608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level and moving at the pace of the runners?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with a high swinging ponytail wearing a bright yellow technical vest visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with a shaved head running beside the woman with visible tension in his calf and thigh muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the runners' outfits rendered in a chaotic mosaic of neon green, electric blue, and hot pink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by crisp low-angle morning sunlight casting long dynamic shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523328423500061 + ], + "opposite_logprob_tokens": [ + -0.898328423500061 + ], + "logprob_reward": -0.523328423500061, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523328423500061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22297507524490356, + 0.1954347938299179, + 0.158711776137352, + 0.07095864415168762, + 0.043772414326667786, + 0.071807861328125, + 0.03180387243628502, + 0.04869404807686806, + 0.056360334157943726, + 0.09948112070560455 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.523328423500061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_8/index_tensor([8822, 8822])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_8/index_tensor([8822, 8822])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..506fa3b0429ace10513c2e74991452433ba8831b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_8/index_tensor([8822, 8822])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot captures the tender yet momentous exchange of an exquisite antique silver ring. The camera remains perfectly still, focused on two pairs of hands suspended above a dark, out-of-focus wooden surface. The giving hand, showing the fine lines and gentle wrinkles of age, reverently holds the ring between thumb and index finger. The receiving hand, youthful and smooth, is slightly open and upward, fingers poised to receive the precious object. The ring itself is a work of intricate filigree, its silver band bearing a soft, time-worn patina in the crevices, contrasting strikingly with the polished surface as it gleams as it catches a single, warm, directional light source. In slow, deliberate micro-movements, the older hand steadily moves forward, placing the ring into the palm of the younger hand, the metal making a soft, almost imperceptible contact. The entire scene is bathed in warm, low-key lighting, creating deep, soft shadows that accentuate the textures of the skin and the uneven metal, evoking a tranquil and profound atmosphere of inheritance.", + "seed": 24838, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_8/index_8822_seed_24838_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4653329284396023, + "vlm_logprob": -0.4653329284396023, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.4653329284396023, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02920467220246792 + ], + "opposite_logprob_tokens": [ + -3.7792046070098877 + ], + "logprob_reward": -0.02920467220246792, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02920467220246792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056646086275577545, + 0.031199919059872627, + 0.5028690099716187, + 0.021871402859687805, + 0.029587918892502785, + 0.02764703705906868, + 0.16594348847866058, + 0.03173438832163811, + 0.035016223788261414, + 0.09748457372188568 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.02920467220246792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379150390625 + ], + "opposite_logprob_tokens": [ + -0.11291509866714478 + ], + "logprob_reward": -2.2379150390625, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379150390625, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06176501512527466, + 0.06760942935943604, + 0.7481237649917603, + 0.00785402487963438, + 0.02410046011209488, + 0.012731500901281834, + 0.01841932348906994, + 0.008326956070959568, + 0.02056896686553955, + 0.030500613152980804 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -2.2379150390625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01424231007695198 + ], + "opposite_logprob_tokens": [ + -4.264242172241211 + ], + "logprob_reward": -0.01424231007695198, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01424231007695198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15082132816314697, + 0.0503230020403862, + 0.4380541145801544, + 0.03438505157828331, + 0.14569945633411407, + 0.047554440796375275, + 0.048652444034814835, + 0.017701925709843636, + 0.029438894242048264, + 0.03736935555934906 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.01424231007695198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0431005097925663 + ], + "opposite_logprob_tokens": [ + -3.168100595474243 + ], + "logprob_reward": -0.0431005097925663, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0431005097925663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0357360877096653, + 0.019713032990694046, + 0.6484061479568481, + 0.028354473412036896, + 0.09812022000551224, + 0.039174601435661316, + 0.024033494293689728, + 0.02635345235466957, + 0.02576754242181778, + 0.054340947419404984 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.0431005097925663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022021110635250807 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022021110635250807, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022021110635250807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26596274971961975, + 0.09795204550027847, + 0.3066120743751526, + 0.03449009358882904, + 0.03567616268992424, + 0.05579301342368126, + 0.05564027279615402, + 0.02797936648130417, + 0.04964584857225418, + 0.07024835795164108 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0022021110635250807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures the tender yet momentous exchange of an exquisite antique silver ring. The camera remains perfectly still, focused on two pairs of hands suspended above a dark, out-of-focus wooden surface. The giving hand, showing the fine lines and gentle wrinkles of age, reverently holds the ring between thumb and index finger. The receiving hand, youthful and smooth, is slightly open and upward, fingers poised to receive the precious object. The ring itself is a work of intricate filigree, its silver band bearing a soft, time-worn patina in the crevices, contrasting strikingly with the polished surface as it gleams as it catches a single, warm, directional light source. In slow, deliberate micro-movements, the older hand steadily moves forward, placing the ring into the palm of the younger hand, the metal making a soft, almost imperceptible contact. The entire scene is bathed in warm, low-key lighting, creating deep, soft shadows that accentuate the textures of the skin and the uneven metal, evoking a tranquil and profound atmosphere of inheritance.", + "seed": 24839, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_8/index_8822_seed_24839_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3363407933153212, + "vlm_logprob": -0.3363407933153212, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.3363407933153212, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021319156512618065 + ], + "opposite_logprob_tokens": [ + -4.146319389343262 + ], + "logprob_reward": -0.021319156512618065, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.021319156512618065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05600190907716751, + 0.3895653486251831, + 0.07309359312057495, + 0.059957996010780334, + 0.057090505957603455, + 0.045713406056165695, + 0.030185628682374954, + 0.2052871286869049, + 0.037888314574956894, + 0.045216139405965805 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.021319156512618065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005700826644897 + ], + "opposite_logprob_tokens": [ + -0.22557009756565094 + ], + "logprob_reward": -1.6005700826644897, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005700826644897, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.052097734063863754, + 0.05956876650452614, + 0.03985645994544029, + 0.019456760957837105, + 0.03187748044729233, + 0.01640908420085907, + 0.03805713728070259, + 0.6754778623580933, + 0.027100836858153343, + 0.040097929537296295 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -1.6005700826644897 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014229852706193924 + ], + "opposite_logprob_tokens": [ + -4.264229774475098 + ], + "logprob_reward": -0.014229852706193924, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014229852706193924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07753561437129974, + 0.19218435883522034, + 0.06112326681613922, + 0.02487289160490036, + 0.04182254523038864, + 0.025986574590206146, + 0.04511501267552376, + 0.48555493354797363, + 0.01942385360598564, + 0.026380879804491997 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.014229852706193924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043091148138046265 + ], + "opposite_logprob_tokens": [ + -3.168091058731079 + ], + "logprob_reward": -0.043091148138046265, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043091148138046265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03077838569879532, + 0.03669048100709915, + 0.055570829659700394, + 0.01381171029061079, + 0.027101073414087296, + 0.01567106693983078, + 0.018206648528575897, + 0.7611088752746582, + 0.019860368221998215, + 0.02120056003332138 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.043091148138046265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024937265552580357 + ], + "opposite_logprob_tokens": [ + -6.002493858337402 + ], + "logprob_reward": -0.0024937265552580357, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024937265552580357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1217343658208847, + 0.2368984818458557, + 0.057001106441020966, + 0.021852923557162285, + 0.08001810312271118, + 0.015953388065099716, + 0.05701468139886856, + 0.3568902909755707, + 0.01548605877906084, + 0.037150584161281586 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0024937265552580357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures the tender yet momentous exchange of an exquisite antique silver ring. The camera remains perfectly still, focused on two pairs of hands suspended above a dark, out-of-focus wooden surface. The giving hand, showing the fine lines and gentle wrinkles of age, reverently holds the ring between thumb and index finger. The receiving hand, youthful and smooth, is slightly open and upward, fingers poised to receive the precious object. The ring itself is a work of intricate filigree, its silver band bearing a soft, time-worn patina in the crevices, contrasting strikingly with the polished surface as it gleams as it catches a single, warm, directional light source. In slow, deliberate micro-movements, the older hand steadily moves forward, placing the ring into the palm of the younger hand, the metal making a soft, almost imperceptible contact. The entire scene is bathed in warm, low-key lighting, creating deep, soft shadows that accentuate the textures of the skin and the uneven metal, evoking a tranquil and profound atmosphere of inheritance.", + "seed": 24840, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_8/index_8822_seed_24840_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.40463672699406744, + "vlm_logprob": -0.40463672699406744, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.40463672699406744, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012254894711077213 + ], + "opposite_logprob_tokens": [ + -4.76225471496582 + ], + "logprob_reward": -0.012254894711077213, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.012254894711077213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07258060574531555, + 0.03972131758928299, + 0.05844957008957863, + 0.021218154579401016, + 0.5675373077392578, + 0.02860366366803646, + 0.023440629243850708, + 0.0594276487827301, + 0.0753248855471611, + 0.0536961704492569 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.012254894711077213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103485345840454 + ], + "opposite_logprob_tokens": [ + -0.16034850478172302 + ], + "logprob_reward": -1.9103485345840454, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103485345840454, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.041861869394779205, + 0.06661748886108398, + 0.09351562708616257, + 0.018910858780145645, + 0.6674177646636963, + 0.013373631052672863, + 0.0140153169631958, + 0.023742323741316795, + 0.03220395743846893, + 0.02834126725792885 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -1.9103485345840454 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866569485515356 + ], + "opposite_logprob_tokens": [ + -4.758665561676025 + ], + "logprob_reward": -0.00866569485515356, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866569485515356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08131586015224457, + 0.2910853624343872, + 0.09123379737138748, + 0.02196592465043068, + 0.3922131061553955, + 0.028680874034762383, + 0.020218586549162865, + 0.013972722925245762, + 0.03151920437812805, + 0.02779456600546837 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.00866569485515356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908919245004654 + ], + "opposite_logprob_tokens": [ + -2.4640891551971436 + ], + "logprob_reward": -0.08908919245004654, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908919245004654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035331256687641144, + 0.018460450693964958, + 0.031190911307930946, + 0.03704175353050232, + 0.7147094011306763, + 0.010926531627774239, + 0.028610065579414368, + 0.04864516854286194, + 0.04826991260051727, + 0.026814568787813187 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.08908919245004654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002825318370014429 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.002825318370014429, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002825318370014429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1683090478181839, + 0.10631942749023438, + 0.1575363427400589, + 0.02317286841571331, + 0.30381736159324646, + 0.084851935505867, + 0.03259497135877609, + 0.0510534793138504, + 0.029021896421909332, + 0.04332268610596657 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.002825318370014429 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot captures the tender yet momentous exchange of an exquisite antique silver ring. The camera remains perfectly still, focused on two pairs of hands suspended above a dark, out-of-focus wooden surface. The giving hand, showing the fine lines and gentle wrinkles of age, reverently holds the ring between thumb and index finger. The receiving hand, youthful and smooth, is slightly open and upward, fingers poised to receive the precious object. The ring itself is a work of intricate filigree, its silver band bearing a soft, time-worn patina in the crevices, contrasting strikingly with the polished surface as it gleams as it catches a single, warm, directional light source. In slow, deliberate micro-movements, the older hand steadily moves forward, placing the ring into the palm of the younger hand, the metal making a soft, almost imperceptible contact. The entire scene is bathed in warm, low-key lighting, creating deep, soft shadows that accentuate the textures of the skin and the uneven metal, evoking a tranquil and profound atmosphere of inheritance.", + "seed": 24841, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_8/index_8822_seed_24841_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4283184794709086, + "vlm_logprob": -0.4283184794709086, + "vlm_yes_no_margin": 3.125000023841858, + "vlm_token_credit": -0.4283184794709086, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010842458344995975 + ], + "opposite_logprob_tokens": [ + -4.760842323303223 + ], + "logprob_reward": -0.010842458344995975, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010842458344995975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07087087631225586, + 0.024227529764175415, + 0.1088099330663681, + 0.06677506864070892, + 0.19672974944114685, + 0.04271446540951729, + 0.13390286266803741, + 0.2744382917881012, + 0.04862391576170921, + 0.032907333225011826 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.010842458344995975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0177764892578125 + ], + "opposite_logprob_tokens": [ + -0.14277657866477966 + ], + "logprob_reward": -2.0177764892578125, + "yes_no_margin_reward": -1.8749998807907104, + "token_credit_reward": -2.0177764892578125, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.018047546967864037, + 0.015879426151514053, + 0.07057765871286392, + 0.02804609015583992, + 0.11781150102615356, + 0.06082657352089882, + 0.05690635368227959, + 0.5552552938461304, + 0.039444684982299805, + 0.03720488399267197 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -2.0177764892578125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803954511880875 + ], + "opposite_logprob_tokens": [ + -4.634803771972656 + ], + "logprob_reward": -0.009803954511880875, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803954511880875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07677685469388962, + 0.09419505298137665, + 0.06154625862836838, + 0.0174474585801363, + 0.1309765726327896, + 0.060968827456235886, + 0.03784565627574921, + 0.4772180914878845, + 0.024132980033755302, + 0.018892211839556694 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.009803954511880875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034536570310593 + ], + "opposite_logprob_tokens": [ + -2.3503453731536865 + ], + "logprob_reward": -0.10034536570310593, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034536570310593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05464065447449684, + 0.04928816482424736, + 0.1766306608915329, + 0.07154723256826401, + 0.17602819204330444, + 0.04494282975792885, + 0.08446958661079407, + 0.11919509619474411, + 0.07401271909475327, + 0.14924487471580505 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.10034536570310593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on two pairs of hands and a silver ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus wooden surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the older hand move forward to place the ring into the palm of the younger hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, low-key lighting with deep, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028241295367479324 + ], + "opposite_logprob_tokens": [ + -5.877824306488037 + ], + "logprob_reward": -0.0028241295367479324, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028241295367479324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05210006237030029, + 0.024487096816301346, + 0.07681676745414734, + 0.0232685673981905, + 0.13479895889759064, + 0.06499608606100082, + 0.03194820508360863, + 0.5372983813285828, + 0.023707324638962746, + 0.030578559264540672 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.0028241295367479324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_9/index_tensor([4032, 4032])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_9/index_tensor([4032, 4032])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c5cfcfe6bf8a317307832c7369064b8fd0a5266f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_9/index_tensor([4032, 4032])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, static shot, shot from a slightly upward angle, captures a chubby, adorable giant panda. It stands in a fairytale-like kitchen, wearing a white chef's hat tilted slightly to one side and a red and white checkered apron tied around its waist. A warm, honey-sweet light slants in from the window on the right side of the frame, illuminating its contented smile. Its small eyes, narrowed blissfully beneath dark circles, and its mouth, slightly raised, cast a golden halo over the fluffy fur on its cheeks. Concentrated over a rustic wood stove, it carefully manipulates the stove with its furry paws: one firmly grasping the handle of a steaming cast iron pot, the other holding a pair of long wooden chopsticks, gently stirring the bubbling milky broth and golden noodles. The rising steam partially obscured its face, making the entire scene seem particularly dreamy. Against the backdrop of a warm cream-colored wall, strings of dried chilies and braided garlic hung from it, and a few brightly colored ceramic jars were placed on a wooden rack nearby. The entire scene was filled with a warm and soothing atmosphere, overflowing with the love of food and the pure joy of it.", + "seed": 13138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_9/index_4032_seed_13138_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.031071615777909754, + "vlm_logprob": -0.031071615777909754, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.031071615777909754, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007904913276433945 + ], + "opposite_logprob_tokens": [ + -4.882905006408691 + ], + "logprob_reward": -0.007904913276433945, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007904913276433945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27219438552856445, + 0.08127686381340027, + 0.0365542471408844, + 0.03103114478290081, + 0.0940699651837349, + 0.26091083884239197, + 0.05518944188952446, + 0.11026480048894882, + 0.03601879999041557, + 0.022489579394459724 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.007904913276433945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083501279354095 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.016083501279354095, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083501279354095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40304696559906006, + 0.11219679564237595, + 0.10631103068590164, + 0.06438586115837097, + 0.05233360826969147, + 0.05377861112356186, + 0.0791359394788742, + 0.057090289890766144, + 0.04482061415910721, + 0.026900313794612885 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.016083501279354095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812322929501534 + ], + "opposite_logprob_tokens": [ + -3.5298123359680176 + ], + "logprob_reward": -0.029812322929501534, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812322929501534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.175941601395607, + 0.06702063977718353, + 0.02514350600540638, + 0.09693767875432968, + 0.2536955177783966, + 0.22776827216148376, + 0.048296790570020676, + 0.05584686994552612, + 0.03303181752562523, + 0.0163173396140337 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.029812322929501534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539473362267017 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539473362267017, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539473362267017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4768233895301819, + 0.17610286176204681, + 0.05521649494767189, + 0.026303937658667564, + 0.07109925895929337, + 0.037253569811582565, + 0.042249467223882675, + 0.03405523672699928, + 0.03949887305498123, + 0.04139690473675728 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.012539473362267017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901786804199219 + ], + "opposite_logprob_tokens": [ + -2.464017868041992 + ], + "logprob_reward": -0.08901786804199219, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901786804199219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2569442391395569, + 0.07293251156806946, + 0.03832074999809265, + 0.13086678087711334, + 0.15482868254184723, + 0.03613923862576485, + 0.0929245799779892, + 0.10646716505289078, + 0.06379576027393341, + 0.046780336648225784 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.08901786804199219 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, captures a chubby, adorable giant panda. It stands in a fairytale-like kitchen, wearing a white chef's hat tilted slightly to one side and a red and white checkered apron tied around its waist. A warm, honey-sweet light slants in from the window on the right side of the frame, illuminating its contented smile. Its small eyes, narrowed blissfully beneath dark circles, and its mouth, slightly raised, cast a golden halo over the fluffy fur on its cheeks. Concentrated over a rustic wood stove, it carefully manipulates the stove with its furry paws: one firmly grasping the handle of a steaming cast iron pot, the other holding a pair of long wooden chopsticks, gently stirring the bubbling milky broth and golden noodles. The rising steam partially obscured its face, making the entire scene seem particularly dreamy. Against the backdrop of a warm cream-colored wall, strings of dried chilies and braided garlic hung from it, and a few brightly colored ceramic jars were placed on a wooden rack nearby. The entire scene was filled with a warm and soothing atmosphere, overflowing with the love of food and the pure joy of it.", + "seed": 13139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_9/index_4032_seed_13139_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040066177025437355, + "vlm_logprob": -0.040066177025437355, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.040066177025437355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002935269847512245 + ], + "opposite_logprob_tokens": [ + -5.877935409545898 + ], + "logprob_reward": -0.002935269847512245, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002935269847512245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28134098649024963, + 0.08055508881807327, + 0.056993789970874786, + 0.0932716652750969, + 0.1861286461353302, + 0.036927446722984314, + 0.11172167956829071, + 0.04454069957137108, + 0.019614579156041145, + 0.08890549093484879 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.002935269847512245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741398945450783 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741398945450783, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741398945450783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2903059422969818, + 0.07893367111682892, + 0.05151139572262764, + 0.025022726505994797, + 0.163338765501976, + 0.06539945304393768, + 0.10305674374103546, + 0.07645614445209503, + 0.03574682027101517, + 0.11022837460041046 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.006741398945450783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810510411858559 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.03810510411858559, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810510411858559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13411445915699005, + 0.08600727468729019, + 0.047646794468164444, + 0.024808194488286972, + 0.0905633494257927, + 0.04858009144663811, + 0.3589644730091095, + 0.06294512748718262, + 0.03442517668008804, + 0.11194505542516708 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.03810510411858559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780699387192726 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780699387192726, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780699387192726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3910532295703888, + 0.05877750739455223, + 0.01893630065023899, + 0.04300002381205559, + 0.08711213618516922, + 0.15647007524967194, + 0.08564022928476334, + 0.04836568236351013, + 0.03900322690606117, + 0.07164164632558823 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.009780699387192726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276841282844543 + ], + "opposite_logprob_tokens": [ + -2.017768383026123 + ], + "logprob_reward": -0.14276841282844543, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276841282844543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1235966756939888, + 0.061856482177972794, + 0.02528359182178974, + 0.02574850246310234, + 0.2414909452199936, + 0.03846250846982002, + 0.3328160345554352, + 0.05106227099895477, + 0.018719052895903587, + 0.08096396923065186 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.14276841282844543 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, captures a chubby, adorable giant panda. It stands in a fairytale-like kitchen, wearing a white chef's hat tilted slightly to one side and a red and white checkered apron tied around its waist. A warm, honey-sweet light slants in from the window on the right side of the frame, illuminating its contented smile. Its small eyes, narrowed blissfully beneath dark circles, and its mouth, slightly raised, cast a golden halo over the fluffy fur on its cheeks. Concentrated over a rustic wood stove, it carefully manipulates the stove with its furry paws: one firmly grasping the handle of a steaming cast iron pot, the other holding a pair of long wooden chopsticks, gently stirring the bubbling milky broth and golden noodles. The rising steam partially obscured its face, making the entire scene seem particularly dreamy. Against the backdrop of a warm cream-colored wall, strings of dried chilies and braided garlic hung from it, and a few brightly colored ceramic jars were placed on a wooden rack nearby. The entire scene was filled with a warm and soothing atmosphere, overflowing with the love of food and the pure joy of it.", + "seed": 13140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_9/index_4032_seed_13140_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02931444048881531, + "vlm_logprob": -0.02931444048881531, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02931444048881531, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007043531630188227 + ], + "opposite_logprob_tokens": [ + -5.007043361663818 + ], + "logprob_reward": -0.007043531630188227, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007043531630188227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.280904084444046, + 0.0977981835603714, + 0.044484250247478485, + 0.07151058316230774, + 0.054353974759578705, + 0.061235200613737106, + 0.08889058232307434, + 0.052924733608961105, + 0.14174550771713257, + 0.1061529591679573 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.007043531630188227 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643965046852827 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643965046852827, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643965046852827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1970655918121338, + 0.09196934103965759, + 0.04578125849366188, + 0.04515114054083824, + 0.0578342005610466, + 0.08591526001691818, + 0.07407732307910919, + 0.034523412585258484, + 0.24506816267967224, + 0.122614286839962 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.004643965046852827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805148020386696 + ], + "opposite_logprob_tokens": [ + -3.5298051834106445 + ], + "logprob_reward": -0.029805148020386696, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805148020386696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18920736014842987, + 0.1544927954673767, + 0.05441601574420929, + 0.08345093578100204, + 0.0639321357011795, + 0.12027708441019058, + 0.06856706738471985, + 0.043799735605716705, + 0.08529436588287354, + 0.1365625262260437 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.029805148020386696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305894672870636 + ], + "opposite_logprob_tokens": [ + -3.1680588722229004 + ], + "logprob_reward": -0.04305894672870636, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305894672870636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21904072165489197, + 0.10742504149675369, + 0.07388385385274887, + 0.05552743747830391, + 0.05243292450904846, + 0.11832519620656967, + 0.0658792033791542, + 0.04005947709083557, + 0.15004463493824005, + 0.11738152801990509 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.04305894672870636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202061101794243 + ], + "opposite_logprob_tokens": [ + -2.8120205402374268 + ], + "logprob_reward": -0.06202061101794243, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202061101794243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2066398710012436, + 0.13519254326820374, + 0.059119582176208496, + 0.05855454504489899, + 0.05426527187228203, + 0.08157411217689514, + 0.05649275332689285, + 0.04298883676528931, + 0.06871997565031052, + 0.23645249009132385 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.06202061101794243 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, shot from a slightly upward angle, captures a chubby, adorable giant panda. It stands in a fairytale-like kitchen, wearing a white chef's hat tilted slightly to one side and a red and white checkered apron tied around its waist. A warm, honey-sweet light slants in from the window on the right side of the frame, illuminating its contented smile. Its small eyes, narrowed blissfully beneath dark circles, and its mouth, slightly raised, cast a golden halo over the fluffy fur on its cheeks. Concentrated over a rustic wood stove, it carefully manipulates the stove with its furry paws: one firmly grasping the handle of a steaming cast iron pot, the other holding a pair of long wooden chopsticks, gently stirring the bubbling milky broth and golden noodles. The rising steam partially obscured its face, making the entire scene seem particularly dreamy. Against the backdrop of a warm cream-colored wall, strings of dried chilies and braided garlic hung from it, and a few brightly colored ceramic jars were placed on a wooden rack nearby. The entire scene was filled with a warm and soothing atmosphere, overflowing with the love of food and the pure joy of it.", + "seed": 13141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000052/group_9/index_4032_seed_13141_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023957088589668274, + "vlm_logprob": -0.023957088589668274, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.023957088589668274, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032819239422678947 + ], + "opposite_logprob_tokens": [ + -5.753282070159912 + ], + "logprob_reward": -0.0032819239422678947, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032819239422678947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2572738826274872, + 0.07098044455051422, + 0.3705965280532837, + 0.05763513967394829, + 0.03306807577610016, + 0.04462803900241852, + 0.05952676385641098, + 0.053774259984493256, + 0.03242387995123863, + 0.020092960447072983 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0032819239422678947 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099062643945217 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004099062643945217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099062643945217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.319313108921051, + 0.07489503920078278, + 0.11671178787946701, + 0.08600327372550964, + 0.08177416026592255, + 0.07304701954126358, + 0.04836547002196312, + 0.039837904274463654, + 0.09120438247919083, + 0.06884787976741791 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.004099062643945217 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980225533246994 + ], + "opposite_logprob_tokens": [ + -3.5298023223876953 + ], + "logprob_reward": -0.02980225533246994, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980225533246994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16164663434028625, + 0.09932930767536163, + 0.14564599096775055, + 0.07578714191913605, + 0.04774289205670357, + 0.07122664153575897, + 0.12724368274211884, + 0.16901160776615143, + 0.05352639779448509, + 0.0488397516310215 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.02980225533246994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578453317284584 + ], + "opposite_logprob_tokens": [ + -3.895578384399414 + ], + "logprob_reward": -0.020578453317284584, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578453317284584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22412678599357605, + 0.05951681360602379, + 0.2324329912662506, + 0.056860338896512985, + 0.08091521263122559, + 0.11989656835794449, + 0.04400158300995827, + 0.05452094227075577, + 0.02719198167324066, + 0.10053674131631851 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.020578453317284584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a chubby giant panda wearing a white chef's hat and a red and white checkered apron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the panda standing in a kitchen with a rustic wood stove, cream-colored walls, and hanging dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the panda using one paw to hold a steaming cast iron pot and the other to stir bubbling milky broth with wooden chopsticks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm light coming from a window on the right side, creating a golden halo on the panda's fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062023747712373734 + ], + "opposite_logprob_tokens": [ + -2.812023639678955 + ], + "logprob_reward": -0.062023747712373734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062023747712373734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18138951063156128, + 0.1117573007941246, + 0.38036760687828064, + 0.026279132813215256, + 0.06644142419099808, + 0.08139513432979584, + 0.0892414078116417, + 0.022833142429590225, + 0.017756642773747444, + 0.022538671270012856 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.062023747712373734 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_0/index_tensor([8829, 8829])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_0/index_tensor([8829, 8829])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e6161869ca45d2bd933454c9d9b4a14d79037c89 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_0/index_tensor([8829, 8829])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "vertical macro close-up static shot, captured from a slightly overhead angle, captures a fully bloomed pink lotus flower, serenely floating on a mirror-like, deep green water surface. Layer upon layer, the lotus' petals gracefully unfold, gradating from a soft white at the base to a delicate pink at the tip, nestled within a golden pod and delicate stamens. Countless tiny, shimmering water droplets, like diamonds, adorn the silky surface of the petals, each one clearly visible and gleaming with a subtle glimmer. Soft, golden morning sunlight streams down from above and sideways, penetrating the thin petals, giving them a translucent quality and illuminating each droplet, making them sparkle with a dazzling brilliance. The water's surface is barely rippled, with only barely perceptible ripples causing the lotus to sway ever so slowly and subtly. In the distance, a few broad, green lotus leaves blend into the soft background, a shallow depth of field creating a soft backdrop. The entire picture is filled with an atmosphere of extreme tranquility and purity of Zen, showing the exquisite beauty of life in the quiet moments.", + "seed": 14580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_0/index_8829_seed_14580_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009345720801502467, + "vlm_logprob": -0.009345720801502467, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.009345720801502467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002892598044127226 + ], + "opposite_logprob_tokens": [ + -6.75289249420166 + ], + "logprob_reward": -0.002892598044127226, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.002892598044127226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1821887046098709, + 0.060791898518800735, + 0.042149074375629425, + 0.05241048336029053, + 0.05576227605342865, + 0.07872631400823593, + 0.3467347025871277, + 0.05244050174951553, + 0.07477399706840515, + 0.05402204766869545 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.002892598044127226 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978849083185196 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.00978849083185196, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978849083185196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12911060452461243, + 0.11572036147117615, + 0.04344141110777855, + 0.05561855062842369, + 0.0829547643661499, + 0.06473051756620407, + 0.2926403880119324, + 0.07932098954916, + 0.057902731001377106, + 0.07855970412492752 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.00978849083185196 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736426148563623 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736426148563623, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736426148563623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23112894594669342, + 0.16523957252502441, + 0.08037430047988892, + 0.08433711528778076, + 0.04176204279065132, + 0.08687541633844376, + 0.08407194912433624, + 0.07310936599969864, + 0.06410183757543564, + 0.08899948745965958 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.006736426148563623 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732518319040537 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732518319040537, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732518319040537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3120574355125427, + 0.10906770080327988, + 0.051308464258909225, + 0.06134260445833206, + 0.07408803701400757, + 0.02009272761642933, + 0.24193233251571655, + 0.03494708240032196, + 0.060465358197689056, + 0.03469822183251381 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.006732518319040537 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578570663928986 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578570663928986, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578570663928986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18807649612426758, + 0.14290913939476013, + 0.056545890867710114, + 0.09717261046171188, + 0.06419502198696136, + 0.1550818830728531, + 0.10199441760778427, + 0.08327251672744751, + 0.04922127351164818, + 0.061530761420726776 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.020578570663928986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vertical macro close-up static shot, captured from a slightly overhead angle, captures a fully bloomed pink lotus flower, serenely floating on a mirror-like, deep green water surface. Layer upon layer, the lotus' petals gracefully unfold, gradating from a soft white at the base to a delicate pink at the tip, nestled within a golden pod and delicate stamens. Countless tiny, shimmering water droplets, like diamonds, adorn the silky surface of the petals, each one clearly visible and gleaming with a subtle glimmer. Soft, golden morning sunlight streams down from above and sideways, penetrating the thin petals, giving them a translucent quality and illuminating each droplet, making them sparkle with a dazzling brilliance. The water's surface is barely rippled, with only barely perceptible ripples causing the lotus to sway ever so slowly and subtly. In the distance, a few broad, green lotus leaves blend into the soft background, a shallow depth of field creating a soft backdrop. The entire picture is filled with an atmosphere of extreme tranquility and purity of Zen, showing the exquisite beauty of life in the quiet moments.", + "seed": 14581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_0/index_8829_seed_14581_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012631904799491167, + "vlm_logprob": -0.012631904799491167, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.012631904799491167, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004710529465228319 + ], + "opposite_logprob_tokens": [ + -5.754710674285889 + ], + "logprob_reward": -0.004710529465228319, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004710529465228319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06291236728429794, + 0.05088772624731064, + 0.048086170107126236, + 0.05250082165002823, + 0.034515030682086945, + 0.1983642429113388, + 0.1630334109067917, + 0.35789820551872253, + 0.02334926277399063, + 0.00845278985798359 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.004710529465228319 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058989740908146 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.02058989740908146, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058989740908146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.276015967130661, + 0.02763194963335991, + 0.01844293624162674, + 0.03996371105313301, + 0.018265895545482635, + 0.027187258005142212, + 0.13525418937206268, + 0.42700818181037903, + 0.017726154997944832, + 0.01250371988862753 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.02058989740908146 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640876971185207 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640876971185207, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640876971185207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36143758893013, + 0.07056418061256409, + 0.06305617839097977, + 0.05420898646116257, + 0.034509580582380295, + 0.10905355960130692, + 0.18052011728286743, + 0.08150704950094223, + 0.022869447246193886, + 0.022273261100053787 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.008640876971185207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635913021862507 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008635913021862507, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635913021862507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36531171202659607, + 0.049698356539011, + 0.03183199465274811, + 0.03283130005002022, + 0.045836109668016434, + 0.12130647897720337, + 0.12094145268201828, + 0.18371610343456268, + 0.027391938492655754, + 0.021134600043296814 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.008635913021862507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020582307130098343 + ], + "opposite_logprob_tokens": [ + -3.8955821990966797 + ], + "logprob_reward": -0.020582307130098343, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020582307130098343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14486628770828247, + 0.05714499205350876, + 0.030950427055358887, + 0.07412382960319519, + 0.019912486895918846, + 0.12318053096532822, + 0.13069327175617218, + 0.3522467315196991, + 0.03000883385539055, + 0.036872606724500656 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.020582307130098343 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vertical macro close-up static shot, captured from a slightly overhead angle, captures a fully bloomed pink lotus flower, serenely floating on a mirror-like, deep green water surface. Layer upon layer, the lotus' petals gracefully unfold, gradating from a soft white at the base to a delicate pink at the tip, nestled within a golden pod and delicate stamens. Countless tiny, shimmering water droplets, like diamonds, adorn the silky surface of the petals, each one clearly visible and gleaming with a subtle glimmer. Soft, golden morning sunlight streams down from above and sideways, penetrating the thin petals, giving them a translucent quality and illuminating each droplet, making them sparkle with a dazzling brilliance. The water's surface is barely rippled, with only barely perceptible ripples causing the lotus to sway ever so slowly and subtly. In the distance, a few broad, green lotus leaves blend into the soft background, a shallow depth of field creating a soft backdrop. The entire picture is filled with an atmosphere of extreme tranquility and purity of Zen, showing the exquisite beauty of life in the quiet moments.", + "seed": 14582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_0/index_8829_seed_14582_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010514810029417277, + "vlm_logprob": -0.010514810029417277, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.010514810029417277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003455859376117587 + ], + "opposite_logprob_tokens": [ + -6.253455638885498 + ], + "logprob_reward": -0.003455859376117587, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.003455859376117587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17079393565654755, + 0.13316833972930908, + 0.059971533715724945, + 0.05708928033709526, + 0.06574119627475739, + 0.08330575376749039, + 0.05692581459879875, + 0.11793824285268784, + 0.20991642773151398, + 0.045149531215429306 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.003455859376117587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794038720428944 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794038720428944, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794038720428944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13535819947719574, + 0.019658496603369713, + 0.07583466172218323, + 0.05008580908179283, + 0.07193122059106827, + 0.03536215052008629, + 0.08021203428506851, + 0.07097090780735016, + 0.39935192465782166, + 0.06123462691903114 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.009794038720428944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784949012100697 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009784949012100697, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784949012100697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15766264498233795, + 0.09622590243816376, + 0.08526815474033356, + 0.09234561771154404, + 0.10352601110935211, + 0.11587032675743103, + 0.1406741589307785, + 0.08560355007648468, + 0.06378692388534546, + 0.05903667211532593 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.009784949012100697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031914988067001104 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031914988067001104, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031914988067001104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3430655896663666, + 0.052598848938941956, + 0.19287274777889252, + 0.03130567818880081, + 0.0885777398943901, + 0.07113536447286606, + 0.040430184453725815, + 0.07407323271036148, + 0.05365745350718498, + 0.052283115684986115 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0031914988067001104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347704231739044 + ], + "opposite_logprob_tokens": [ + -3.6513476371765137 + ], + "logprob_reward": -0.026347704231739044, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347704231739044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2804386615753174, + 0.05904519930481911, + 0.04313434287905693, + 0.09462588280439377, + 0.17526273429393768, + 0.09605104476213455, + 0.10284601151943207, + 0.03296463564038277, + 0.06873312592506409, + 0.04689834266901016 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.026347704231739044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vertical macro close-up static shot, captured from a slightly overhead angle, captures a fully bloomed pink lotus flower, serenely floating on a mirror-like, deep green water surface. Layer upon layer, the lotus' petals gracefully unfold, gradating from a soft white at the base to a delicate pink at the tip, nestled within a golden pod and delicate stamens. Countless tiny, shimmering water droplets, like diamonds, adorn the silky surface of the petals, each one clearly visible and gleaming with a subtle glimmer. Soft, golden morning sunlight streams down from above and sideways, penetrating the thin petals, giving them a translucent quality and illuminating each droplet, making them sparkle with a dazzling brilliance. The water's surface is barely rippled, with only barely perceptible ripples causing the lotus to sway ever so slowly and subtly. In the distance, a few broad, green lotus leaves blend into the soft background, a shallow depth of field creating a soft backdrop. The entire picture is filled with an atmosphere of extreme tranquility and purity of Zen, showing the exquisite beauty of life in the quiet moments.", + "seed": 14583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_0/index_8829_seed_14583_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008421007730066776, + "vlm_logprob": -0.008421007730066776, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.008421007730066776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004911382216960192 + ], + "opposite_logprob_tokens": [ + -5.504911422729492 + ], + "logprob_reward": -0.004911382216960192, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004911382216960192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16122080385684967, + 0.15807807445526123, + 0.06027204915881157, + 0.10822875797748566, + 0.07063844799995422, + 0.04494602233171463, + 0.1416967809200287, + 0.04905953258275986, + 0.10965176671743393, + 0.09620779752731323 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.004911382216960192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082051321864128 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082051321864128, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082051321864128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13781452178955078, + 0.09023942798376083, + 0.10477413237094879, + 0.05011700838804245, + 0.03493347391486168, + 0.051609866321086884, + 0.2712952494621277, + 0.0463259182870388, + 0.10416005551815033, + 0.10873030871152878 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.011082051321864128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949999671429396 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949999671429396, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949999671429396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18680442869663239, + 0.08953146636486053, + 0.11390703171491623, + 0.08830347657203674, + 0.06369709968566895, + 0.06492488831281662, + 0.05213526263833046, + 0.10764902085065842, + 0.11855682730674744, + 0.11449050158262253 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.005949999671429396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092651419341564 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092651419341564, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092651419341564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20093296468257904, + 0.08367481827735901, + 0.33524155616760254, + 0.027200467884540558, + 0.02198631688952446, + 0.03074609488248825, + 0.08768724650144577, + 0.04231863468885422, + 0.07442973554134369, + 0.09578220546245575 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.004092651419341564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a vertical macro close-up of a fully bloomed pink lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lotus petals gradating from soft white at the base to delicate pink at the tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lotus floating on a mirror-like, deep green water surface with barely perceptible ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft golden morning sunlight stream from above and sideways, making water droplets sparkle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19009505212306976, + 0.07551640272140503, + 0.11029717326164246, + 0.030499165877699852, + 0.11975175142288208, + 0.07899163663387299, + 0.08739423751831055, + 0.06812512874603271, + 0.1306283324956894, + 0.10870105028152466 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0160689540207386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_1/index_tensor([8421, 8421])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_1/index_tensor([8421, 8421])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..26c8cae43bc4010c0a0dab6e18164c87f463e864 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_1/index_tensor([8421, 8421])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, close-up, static shot, shot from a slightly upward angle, focuses on a handsome 14-year-old Asian boy who has just finished playing soccer in the pouring rain. With his eyes closed and his head tilted back, he lets the torrential downpour wash over his sweat-drenched face like a cascade, his expression a sense of relief and tranquility after exhaustion. His short, wet black hair clings to his forehead and cheeks, water dripping from the ends. He wears a white soccer jersey stained with large patches of dark brown mud, his calves tightly wrapped in similarly stained white socks. The heavy rain pelts the jersey with force, streams of clear water slowly but steadily washing away the solidified mud, dissolving it into a murky stream that snakes down the fabric's folds and the contours of his young, muscular body. The background is a blurred green football field under a gloomy sky. The cool diffuse light emphasizes the silvery texture of the raindrops and the dynamic trajectory of the muddy water flowing downwards. The whole picture is full of strong touch and a kind of quiet catharsis after exhaustion, creating an atmosphere of youthful tenacity and purification like a baptism in the rain.", + "seed": 2759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_1/index_8421_seed_2759_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24129934264346958, + "vlm_logprob": -0.24129934264346958, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.24129934264346958, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.143133521080017 + ], + "opposite_logprob_tokens": [ + -0.3931334912776947 + ], + "logprob_reward": -1.143133521080017, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.143133521080017, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2748275399208069, + 0.12939564883708954, + 0.053212691098451614, + 0.22808070480823517, + 0.013710730709135532, + 0.037385933101177216, + 0.05353566259145737, + 0.13414323329925537, + 0.04135133698582649, + 0.034356582909822464 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -1.143133521080017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006774434354156256 + ], + "opposite_logprob_tokens": [ + -5.006774425506592 + ], + "logprob_reward": -0.006774434354156256, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006774434354156256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19865372776985168, + 0.08396588265895844, + 0.060700297355651855, + 0.26755663752555847, + 0.03540157154202461, + 0.039967697113752365, + 0.04698121175169945, + 0.16567108035087585, + 0.034631405025720596, + 0.06647051125764847 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.006774434354156256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952725186944008 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952725186944008, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952725186944008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14482469856739044, + 0.08911409229040146, + 0.08865363150835037, + 0.1606120616197586, + 0.016154130920767784, + 0.03889668360352516, + 0.03161854296922684, + 0.18861378729343414, + 0.07846402376890182, + 0.1630484014749527 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.005952725186944008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809867799282074 + ], + "opposite_logprob_tokens": [ + -3.2880985736846924 + ], + "logprob_reward": -0.03809867799282074, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809867799282074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11449673026800156, + 0.21881882846355438, + 0.09251977503299713, + 0.13855145871639252, + 0.01753915101289749, + 0.03940984606742859, + 0.03270835429430008, + 0.05768996477127075, + 0.09316536039113998, + 0.19510053098201752 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.03809867799282074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15109600126743317, + 0.05215560272336006, + 0.03602353483438492, + 0.07641761749982834, + 0.02078115940093994, + 0.05488447844982147, + 0.04727351292967796, + 0.26011550426483154, + 0.17721708118915558, + 0.12403547018766403 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.012537354603409767 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, close-up, static shot, shot from a slightly upward angle, focuses on a handsome 14-year-old Asian boy who has just finished playing soccer in the pouring rain. With his eyes closed and his head tilted back, he lets the torrential downpour wash over his sweat-drenched face like a cascade, his expression a sense of relief and tranquility after exhaustion. His short, wet black hair clings to his forehead and cheeks, water dripping from the ends. He wears a white soccer jersey stained with large patches of dark brown mud, his calves tightly wrapped in similarly stained white socks. The heavy rain pelts the jersey with force, streams of clear water slowly but steadily washing away the solidified mud, dissolving it into a murky stream that snakes down the fabric's folds and the contours of his young, muscular body. The background is a blurred green football field under a gloomy sky. The cool diffuse light emphasizes the silvery texture of the raindrops and the dynamic trajectory of the muddy water flowing downwards. The whole picture is full of strong touch and a kind of quiet catharsis after exhaustion, creating an atmosphere of youthful tenacity and purification like a baptism in the rain.", + "seed": 2760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_1/index_8421_seed_2760_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05941643211990595, + "vlm_logprob": -0.05941643211990595, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05941643211990595, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19001026451587677 + ], + "opposite_logprob_tokens": [ + -1.8150103092193604 + ], + "logprob_reward": -0.19001026451587677, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19001026451587677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1360202133655548, + 0.11320555210113525, + 0.0645684227347374, + 0.06264428049325943, + 0.05601593852043152, + 0.05375758931040764, + 0.044305458664894104, + 0.17959560453891754, + 0.12288422882556915, + 0.16700270771980286 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.19001026451587677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00676934327930212 + ], + "opposite_logprob_tokens": [ + -5.006769180297852 + ], + "logprob_reward": -0.00676934327930212, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00676934327930212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057124413549900055, + 0.1807992160320282, + 0.09164496511220932, + 0.07090369611978531, + 0.05932292714715004, + 0.10885089635848999, + 0.03601498529314995, + 0.22963154315948486, + 0.031075427308678627, + 0.13463199138641357 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.00676934327930212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259960889816284 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005259960889816284, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259960889816284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04015126824378967, + 0.4079636037349701, + 0.1143113225698471, + 0.051660966128110886, + 0.0412587970495224, + 0.03354356810450554, + 0.02125484310090542, + 0.09442884474992752, + 0.04683688282966614, + 0.1485898643732071 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.005259960889816284 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897093892097473 + ], + "opposite_logprob_tokens": [ + -2.5789709091186523 + ], + "logprob_reward": -0.07897093892097473, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897093892097473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05043049529194832, + 0.14149264991283417, + 0.05927230417728424, + 0.07326684892177582, + 0.05550697445869446, + 0.02212088741362095, + 0.04922815412282944, + 0.17719675600528717, + 0.29779380559921265, + 0.07369112968444824 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.07897093892097473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071652993559837 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.016071652993559837, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071652993559837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1887812465429306, + 0.06700530648231506, + 0.22741414606571198, + 0.0878259688615799, + 0.022308703511953354, + 0.06535830348730087, + 0.012469959445297718, + 0.03936738893389702, + 0.25954967737197876, + 0.029919352382421494 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.016071652993559837 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, close-up, static shot, shot from a slightly upward angle, focuses on a handsome 14-year-old Asian boy who has just finished playing soccer in the pouring rain. With his eyes closed and his head tilted back, he lets the torrential downpour wash over his sweat-drenched face like a cascade, his expression a sense of relief and tranquility after exhaustion. His short, wet black hair clings to his forehead and cheeks, water dripping from the ends. He wears a white soccer jersey stained with large patches of dark brown mud, his calves tightly wrapped in similarly stained white socks. The heavy rain pelts the jersey with force, streams of clear water slowly but steadily washing away the solidified mud, dissolving it into a murky stream that snakes down the fabric's folds and the contours of his young, muscular body. The background is a blurred green football field under a gloomy sky. The cool diffuse light emphasizes the silvery texture of the raindrops and the dynamic trajectory of the muddy water flowing downwards. The whole picture is full of strong touch and a kind of quiet catharsis after exhaustion, creating an atmosphere of youthful tenacity and purification like a baptism in the rain.", + "seed": 2761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_1/index_8421_seed_2761_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03597238082438707, + "vlm_logprob": -0.03597238082438707, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.03597238082438707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13748762011528015 + ], + "opposite_logprob_tokens": [ + -2.1374876499176025 + ], + "logprob_reward": -0.13748762011528015, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13748762011528015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07047933340072632, + 0.10678577423095703, + 0.06250496208667755, + 0.011802112683653831, + 0.04819560796022415, + 0.05335495248436928, + 0.02293136902153492, + 0.5749618411064148, + 0.012725942768156528, + 0.03625809773802757 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.13748762011528015 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005979150999337435 + ], + "opposite_logprob_tokens": [ + -5.130979061126709 + ], + "logprob_reward": -0.005979150999337435, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005979150999337435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044987186789512634, + 0.14827314019203186, + 0.12423036992549896, + 0.04804413765668869, + 0.07672175019979477, + 0.0679655522108078, + 0.025135163217782974, + 0.38222846388816833, + 0.021197373047471046, + 0.06121690198779106 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.005979150999337435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101199563592672 + ], + "opposite_logprob_tokens": [ + -5.504101276397705 + ], + "logprob_reward": -0.004101199563592672, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101199563592672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0445285327732563, + 0.06972090154886246, + 0.0386444590985775, + 0.03491479158401489, + 0.10733228176832199, + 0.10682565718889236, + 0.03863997012376785, + 0.5027533769607544, + 0.013321536593139172, + 0.04331856593489647 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.004101199563592672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346659287810326 + ], + "opposite_logprob_tokens": [ + -3.6513466835021973 + ], + "logprob_reward": -0.026346659287810326, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346659287810326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059549346566200256, + 0.06435994803905487, + 0.1504111886024475, + 0.04045295715332031, + 0.05110209062695503, + 0.06452029198408127, + 0.03647569566965103, + 0.4679132103919983, + 0.01674601621925831, + 0.04846923425793648 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.026346659287810326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059472741559147835 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.0059472741559147835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059472741559147835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06274593621492386, + 0.12235280126333237, + 0.05511413514614105, + 0.03536482900381088, + 0.09413623064756393, + 0.45247507095336914, + 0.03551124036312103, + 0.07216154783964157, + 0.046700939536094666, + 0.023437367752194405 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.0059472741559147835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, close-up, static shot, shot from a slightly upward angle, focuses on a handsome 14-year-old Asian boy who has just finished playing soccer in the pouring rain. With his eyes closed and his head tilted back, he lets the torrential downpour wash over his sweat-drenched face like a cascade, his expression a sense of relief and tranquility after exhaustion. His short, wet black hair clings to his forehead and cheeks, water dripping from the ends. He wears a white soccer jersey stained with large patches of dark brown mud, his calves tightly wrapped in similarly stained white socks. The heavy rain pelts the jersey with force, streams of clear water slowly but steadily washing away the solidified mud, dissolving it into a murky stream that snakes down the fabric's folds and the contours of his young, muscular body. The background is a blurred green football field under a gloomy sky. The cool diffuse light emphasizes the silvery texture of the raindrops and the dynamic trajectory of the muddy water flowing downwards. The whole picture is full of strong touch and a kind of quiet catharsis after exhaustion, creating an atmosphere of youthful tenacity and purification like a baptism in the rain.", + "seed": 2762, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_1/index_8421_seed_2762_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05849511418491602, + "vlm_logprob": -0.05849511418491602, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.05849511418491602, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23958930373191833 + ], + "opposite_logprob_tokens": [ + -1.6145893335342407 + ], + "logprob_reward": -0.23958930373191833, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23958930373191833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18109603226184845, + 0.03485488519072533, + 0.1600213348865509, + 0.11908208578824997, + 0.06444050371646881, + 0.058192018419504166, + 0.17051774263381958, + 0.06537549197673798, + 0.08835583925247192, + 0.05806408450007439 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.23958930373191833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052979071624577045 + ], + "opposite_logprob_tokens": [ + -5.255298137664795 + ], + "logprob_reward": -0.0052979071624577045, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052979071624577045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0773887038230896, + 0.0573512502014637, + 0.07147115468978882, + 0.04759935289621353, + 0.025567976757884026, + 0.19936740398406982, + 0.20558783411979675, + 0.1283021867275238, + 0.06123409420251846, + 0.12613001465797424 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.0052979071624577045 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101674538105726 + ], + "opposite_logprob_tokens": [ + -5.504101753234863 + ], + "logprob_reward": -0.004101674538105726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101674538105726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1475345641374588, + 0.09993108361959457, + 0.12960749864578247, + 0.1886802315711975, + 0.04174291715025902, + 0.06803534179925919, + 0.11096681654453278, + 0.07154811918735504, + 0.06992555409669876, + 0.07202793657779694 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.004101674538105726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370397910475731 + ], + "opposite_logprob_tokens": [ + -3.4087040424346924 + ], + "logprob_reward": -0.03370397910475731, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370397910475731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19316519796848297, + 0.06253775209188461, + 0.04793514683842659, + 0.12649030983448029, + 0.08124863356351852, + 0.1940394788980484, + 0.17726397514343262, + 0.028653692454099655, + 0.04521032050251961, + 0.04345550015568733 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.03370397910475731 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a 14-year-old Asian boy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a white soccer jersey with large patches of dark brown mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy's short black hair wet and clinging to his forehead and cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a static close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred green football field under a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782706387341022 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782706387341022, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782706387341022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07601747661828995, + 0.07513171434402466, + 0.20725709199905396, + 0.009543046355247498, + 0.014746067114174366, + 0.01758071593940258, + 0.057082775980234146, + 0.48362258076667786, + 0.03737436234951019, + 0.021644117310643196 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.009782706387341022 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_10/index_tensor([6612, 6612])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_10/index_tensor([6612, 6612])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dda97563be89f303c347f7dc7918f4d9864a0050 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_10/index_tensor([6612, 6612])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a tight close-up, the camera moves in a slow, graceful orbital motion, circling 360 degrees around a magnificent crystal perfume bottle, focused by a spotlight. The bottle stands isolated against a pure, velvety black void, illuminated by a powerful, cool overhead light, casting sharp, radiant highlights and deep shadows across its meticulously faceted, geometrically cut surface. Within, a golden liquid seethes with a violent, jubilant effervescence, roiling and churning furiously. Countless shimmering bubbles rapidly and continuously rise from the bottom, each one perfectly catching and refracting the light, like countless miniature, imprisoned stars gleaming within. This inner luminescence makes the entire bottle seem to pulsate to a triumphant rhythm, emanating an unapproachable, powerful glow. The camera rotates steadily and calmly, with an almost reverent attitude, recording in all directions this wonderful moment that is comparable to the climax of the award ceremony, perfectly blending the dynamic beauty of liquid with the static elegance of crystal, creating a celebratory atmosphere of ultimate luxury, full of dramatic tension and a sense of achievement.", + "seed": 430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_10/index_6612_seed_430_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.7083268702030182, + "vlm_logprob": -0.7083268702030182, + "vlm_yes_no_margin": 0.475, + "vlm_token_credit": -0.7083268702030182, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14513252675533295 + ], + "opposite_logprob_tokens": [ + -2.020132541656494 + ], + "logprob_reward": -0.14513252675533295, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14513252675533295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2540817856788635, + 0.032351743429899216, + 0.15758106112480164, + 0.020398808643221855, + 0.03012879751622677, + 0.0779813826084137, + 0.3176737129688263, + 0.04092593491077423, + 0.03242039307951927, + 0.036456432193517685 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.14513252675533295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103273153305054 + ], + "opposite_logprob_tokens": [ + -0.16032728552818298 + ], + "logprob_reward": -1.9103273153305054, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103273153305054, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14704939723014832, + 0.1989709883928299, + 0.14092542231082916, + 0.08239107578992844, + 0.06708462536334991, + 0.05015633627772331, + 0.08084692060947418, + 0.0734703466296196, + 0.07490205764770508, + 0.0842028334736824 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -1.9103273153305054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1800438016653061 + ], + "opposite_logprob_tokens": [ + -1.8050438165664673 + ], + "logprob_reward": -0.1800438016653061, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1800438016653061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1055503636598587, + 0.05998215079307556, + 0.08875124901533127, + 0.05789114907383919, + 0.05831173434853554, + 0.07057178765535355, + 0.2942342758178711, + 0.09900557994842529, + 0.07482344657182693, + 0.0908782035112381 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.1800438016653061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539377927780151 + ], + "opposite_logprob_tokens": [ + -0.42893776297569275 + ], + "logprob_reward": -1.0539377927780151, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539377927780151, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17261172831058502, + 0.06910274922847748, + 0.07089709490537643, + 0.030682243406772614, + 0.04443727433681488, + 0.07063236087560654, + 0.22773325443267822, + 0.19428105652332306, + 0.07741337269544601, + 0.04220881313085556 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -1.0539377927780151 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521929144859314 + ], + "opposite_logprob_tokens": [ + -1.5021929740905762 + ], + "logprob_reward": -0.2521929144859314, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521929144859314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19806334376335144, + 0.04074573144316673, + 0.03014972433447838, + 0.03973708674311638, + 0.0552876740694046, + 0.10841759294271469, + 0.0775769054889679, + 0.2840515971183777, + 0.09682243317365646, + 0.06914786249399185 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.2521929144859314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a tight close-up, the camera moves in a slow, graceful orbital motion, circling 360 degrees around a magnificent crystal perfume bottle, focused by a spotlight. The bottle stands isolated against a pure, velvety black void, illuminated by a powerful, cool overhead light, casting sharp, radiant highlights and deep shadows across its meticulously faceted, geometrically cut surface. Within, a golden liquid seethes with a violent, jubilant effervescence, roiling and churning furiously. Countless shimmering bubbles rapidly and continuously rise from the bottom, each one perfectly catching and refracting the light, like countless miniature, imprisoned stars gleaming within. This inner luminescence makes the entire bottle seem to pulsate to a triumphant rhythm, emanating an unapproachable, powerful glow. The camera rotates steadily and calmly, with an almost reverent attitude, recording in all directions this wonderful moment that is comparable to the climax of the award ceremony, perfectly blending the dynamic beauty of liquid with the static elegance of crystal, creating a celebratory atmosphere of ultimate luxury, full of dramatic tension and a sense of achievement.", + "seed": 431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_10/index_6612_seed_431_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.35355567149817946, + "vlm_logprob": -0.35355567149817946, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.35355567149817946, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16290496289730072 + ], + "opposite_logprob_tokens": [ + -1.912904977798462 + ], + "logprob_reward": -0.16290496289730072, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16290496289730072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07722707837820053, + 0.045290980488061905, + 0.12252850830554962, + 0.13677017390727997, + 0.020596155896782875, + 0.06624656170606613, + 0.03825089707970619, + 0.24851804971694946, + 0.08024857193231583, + 0.16432301700115204 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.16290496289730072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28136661648750305 + ], + "opposite_logprob_tokens": [ + -1.4063665866851807 + ], + "logprob_reward": -0.28136661648750305, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28136661648750305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04669663682579994, + 0.04848795756697655, + 0.029566625133156776, + 0.07109770178794861, + 0.014043988659977913, + 0.21205343306064606, + 0.03092649206519127, + 0.25559794902801514, + 0.23701858520507812, + 0.05451064184308052 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.28136661648750305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029829910025000572 + ], + "opposite_logprob_tokens": [ + -3.529829978942871 + ], + "logprob_reward": -0.029829910025000572, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029829910025000572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03887232765555382, + 0.06144525483250618, + 0.04690989851951599, + 0.07751161605119705, + 0.028879370540380478, + 0.3517211675643921, + 0.01563130132853985, + 0.1579575538635254, + 0.16482678055763245, + 0.056244704872369766 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.029829910025000572 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.223644495010376 + ], + "opposite_logprob_tokens": [ + -0.3486444652080536 + ], + "logprob_reward": -1.223644495010376, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.223644495010376, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04553553834557533, + 0.028931980952620506, + 0.059107329696416855, + 0.09448222070932388, + 0.0187823586165905, + 0.058517251163721085, + 0.07679057121276855, + 0.48869967460632324, + 0.0543910451233387, + 0.07476206123828888 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -1.223644495010376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003237307071686 + ], + "opposite_logprob_tokens": [ + -2.6950323581695557 + ], + "logprob_reward": -0.07003237307071686, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003237307071686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020210685208439827, + 0.056789156049489975, + 0.041784558445215225, + 0.02825222909450531, + 0.014147103764116764, + 0.10779058933258057, + 0.10551740229129791, + 0.5180872678756714, + 0.0725596696138382, + 0.03486128896474838 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.07003237307071686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a tight close-up, the camera moves in a slow, graceful orbital motion, circling 360 degrees around a magnificent crystal perfume bottle, focused by a spotlight. The bottle stands isolated against a pure, velvety black void, illuminated by a powerful, cool overhead light, casting sharp, radiant highlights and deep shadows across its meticulously faceted, geometrically cut surface. Within, a golden liquid seethes with a violent, jubilant effervescence, roiling and churning furiously. Countless shimmering bubbles rapidly and continuously rise from the bottom, each one perfectly catching and refracting the light, like countless miniature, imprisoned stars gleaming within. This inner luminescence makes the entire bottle seem to pulsate to a triumphant rhythm, emanating an unapproachable, powerful glow. The camera rotates steadily and calmly, with an almost reverent attitude, recording in all directions this wonderful moment that is comparable to the climax of the award ceremony, perfectly blending the dynamic beauty of liquid with the static elegance of crystal, creating a celebratory atmosphere of ultimate luxury, full of dramatic tension and a sense of achievement.", + "seed": 432, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_10/index_6612_seed_432_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.518194530904293, + "vlm_logprob": -0.518194530904293, + "vlm_yes_no_margin": 0.975, + "vlm_token_credit": -0.518194530904293, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11454016715288162 + ], + "opposite_logprob_tokens": [ + -2.2395401000976562 + ], + "logprob_reward": -0.11454016715288162, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11454016715288162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05009184405207634, + 0.04199976846575737, + 0.03477654978632927, + 0.21413522958755493, + 0.016671795397996902, + 0.006130796391516924, + 0.03791537880897522, + 0.07265838235616684, + 0.29520630836486816, + 0.230414018034935 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.11454016715288162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048547506332397 + ], + "opposite_logprob_tokens": [ + -0.17985479533672333 + ], + "logprob_reward": -1.8048547506332397, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048547506332397, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07350268959999084, + 0.07068628072738647, + 0.03526923432946205, + 0.019791273400187492, + 0.020335683599114418, + 0.014729486778378487, + 0.058780599385499954, + 0.08596033602952957, + 0.4972245991230011, + 0.12371977418661118 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -1.8048547506332397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14292405545711517 + ], + "opposite_logprob_tokens": [ + -2.0179240703582764 + ], + "logprob_reward": -0.14292405545711517, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14292405545711517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09286035597324371, + 0.05558251962065697, + 0.029843859374523163, + 0.043147023767232895, + 0.019866837188601494, + 0.01613694243133068, + 0.03359777480363846, + 0.1113901138305664, + 0.49560707807540894, + 0.10196750611066818 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.14292405545711517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348720908164978 + ], + "opposite_logprob_tokens": [ + -1.223720908164978 + ], + "logprob_reward": -0.348720908164978, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348720908164978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020882129669189453, + 0.017605558037757874, + 0.009692253544926643, + 0.043433550745248795, + 0.006491309497505426, + 0.004608791321516037, + 0.0170406736433506, + 0.019326386973261833, + 0.7751621007919312, + 0.08575724810361862 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.348720908164978 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993277311325073 + ], + "opposite_logprob_tokens": [ + -1.8049328327178955 + ], + "logprob_reward": -0.17993277311325073, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993277311325073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07882998138666153, + 0.07337010651826859, + 0.05647397041320801, + 0.11559482663869858, + 0.05257635936141014, + 0.05151122808456421, + 0.19509285688400269, + 0.12552443146705627, + 0.17753686010837555, + 0.07348931580781937 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.17993277311325073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a tight close-up, the camera moves in a slow, graceful orbital motion, circling 360 degrees around a magnificent crystal perfume bottle, focused by a spotlight. The bottle stands isolated against a pure, velvety black void, illuminated by a powerful, cool overhead light, casting sharp, radiant highlights and deep shadows across its meticulously faceted, geometrically cut surface. Within, a golden liquid seethes with a violent, jubilant effervescence, roiling and churning furiously. Countless shimmering bubbles rapidly and continuously rise from the bottom, each one perfectly catching and refracting the light, like countless miniature, imprisoned stars gleaming within. This inner luminescence makes the entire bottle seem to pulsate to a triumphant rhythm, emanating an unapproachable, powerful glow. The camera rotates steadily and calmly, with an almost reverent attitude, recording in all directions this wonderful moment that is comparable to the climax of the award ceremony, perfectly blending the dynamic beauty of liquid with the static elegance of crystal, creating a celebratory atmosphere of ultimate luxury, full of dramatic tension and a sense of achievement.", + "seed": 433, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_10/index_6612_seed_433_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.622947932779789, + "vlm_logprob": -0.622947932779789, + "vlm_yes_no_margin": 0.725, + "vlm_token_credit": -0.622947932779789, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22707676887512207 + ], + "opposite_logprob_tokens": [ + -1.602076768875122 + ], + "logprob_reward": -0.22707676887512207, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22707676887512207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20321118831634521, + 0.3054841458797455, + 0.1479085236787796, + 0.08009550720453262, + 0.06656646728515625, + 0.03733909875154495, + 0.013846478424966335, + 0.028764041140675545, + 0.031009387224912643, + 0.08577516674995422 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.22707676887512207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015347480773926 + ], + "opposite_logprob_tokens": [ + -0.20153476297855377 + ], + "logprob_reward": -1.7015347480773926, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015347480773926, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05898726359009743, + 0.44216683506965637, + 0.041329436004161835, + 0.16215269267559052, + 0.026691574603319168, + 0.017523204907774925, + 0.02579236589372158, + 0.1343514621257782, + 0.018709417432546616, + 0.07229583710432053 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -1.7015347480773926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06213443726301193 + ], + "opposite_logprob_tokens": [ + -2.8121345043182373 + ], + "logprob_reward": -0.06213443726301193, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06213443726301193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11961695551872253, + 0.3405616581439972, + 0.08898594230413437, + 0.11086306720972061, + 0.038536060601472855, + 0.025444798171520233, + 0.05885295569896698, + 0.14804425835609436, + 0.016608336940407753, + 0.05248598754405975 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.06213443726301193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.898360550403595 + ], + "opposite_logprob_tokens": [ + -0.523360550403595 + ], + "logprob_reward": -0.898360550403595, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.898360550403595, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.116231270134449, + 0.36412954330444336, + 0.18483980000019073, + 0.08222511410713196, + 0.025331387296319008, + 0.04137616977095604, + 0.031110143288969994, + 0.0852232277393341, + 0.023951681330800056, + 0.04558170214295387 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.898360550403595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crystal perfume bottle with a geometrically cut surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, velvety black void with the bottle isolated?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bottle illuminated by a powerful, cool overhead light casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the golden liquid inside the bottle seethe with violent effervescence and rapidly rising bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a slow, graceful orbital motion circling 360 degrees around the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256331592798233 + ], + "opposite_logprob_tokens": [ + -1.600633144378662 + ], + "logprob_reward": -0.2256331592798233, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256331592798233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0809711217880249, + 0.18483249843120575, + 0.07639182358980179, + 0.1578402817249298, + 0.10679905116558075, + 0.16391097009181976, + 0.050657398998737335, + 0.10198686271905899, + 0.03664706274867058, + 0.039962973445653915 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.2256331592798233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_11/index_tensor([4956, 4956])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_11/index_tensor([4956, 4956])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..068df6fb63cf502deebdbac655fa248e561d8cee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_11/index_tensor([4956, 4956])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "It's a cinematic, slow-moving shot, starting in close-up and gradually tightening, focusing on a stack of three freshly made, thick, fluffy, golden-brown pancakes, placed on a pristine white ceramic plate. The entire scene is bathed in the warm, soft glow of early morning sunlight streaming through the frame, creating a shallow depth of field that blurs the rustic wooden table in the background into a soft bokeh. A perfect, pale yellow square of butter sits in the center of the top pancake, its sharp edges just beginning to soften. As the camera slides forward, the stack emits a slight, almost imperceptible tremor, a subtle tremor that ripples through the layers, as if it were waking up. Meanwhile, the butter begins to melt slowly and deliberately, forming a pool of shimmering liquid gold at its base before a single, viscous drop breaks free, following a slow, inviting path along the porous, textured side of the top pancake, creating an atmosphere of tranquility, appetizingness, and deep comfort.", + "seed": 29260, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_11/index_4956_seed_29260_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.031162962876260282, + "vlm_logprob": -0.031162962876260282, + "vlm_yes_no_margin": 4.274999952316284, + "vlm_token_credit": -0.031162962876260282, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003058044472709298 + ], + "opposite_logprob_tokens": [ + -5.878057956695557 + ], + "logprob_reward": -0.003058044472709298, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003058044472709298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11670710146427155, + 0.028907569125294685, + 0.024784961715340614, + 0.02289588376879692, + 0.094260573387146, + 0.05441387742757797, + 0.22792884707450867, + 0.21953122317790985, + 0.11019852757453918, + 0.10037139803171158 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.003058044472709298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025033585261553526 + ], + "opposite_logprob_tokens": [ + -6.002503395080566 + ], + "logprob_reward": -0.0025033585261553526, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025033585261553526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16696976125240326, + 0.03309881314635277, + 0.024631237611174583, + 0.06207966059446335, + 0.0986563041806221, + 0.10706766694784164, + 0.21113330125808716, + 0.04506418853998184, + 0.1725063920021057, + 0.07879271358251572 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.0025033585261553526 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902397751808167 + ], + "opposite_logprob_tokens": [ + -2.464024066925049 + ], + "logprob_reward": -0.08902397751808167, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902397751808167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05717781186103821, + 0.030406733974814415, + 0.026025183498859406, + 0.06188295781612396, + 0.05719685181975365, + 0.03839483484625816, + 0.4916195273399353, + 0.061678651720285416, + 0.057039979845285416, + 0.11857753992080688 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.08902397751808167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181814506649971 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.0181814506649971, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181814506649971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053943853825330734, + 0.07702796161174774, + 0.12552376091480255, + 0.03487000614404678, + 0.09057839214801788, + 0.009690197184681892, + 0.37851810455322266, + 0.046620871871709824, + 0.03435304015874863, + 0.14887380599975586 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.0181814506649971 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043047983199357986 + ], + "opposite_logprob_tokens": [ + -3.1680479049682617 + ], + "logprob_reward": -0.043047983199357986, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043047983199357986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049673207104206085, + 0.021257583051919937, + 0.05371489375829697, + 0.026291845366358757, + 0.07267057150602341, + 0.09232147783041, + 0.15016914904117584, + 0.26497533917427063, + 0.14875508844852448, + 0.12017078697681427 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.043047983199357986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a cinematic, slow-moving shot, starting in close-up and gradually tightening, focusing on a stack of three freshly made, thick, fluffy, golden-brown pancakes, placed on a pristine white ceramic plate. The entire scene is bathed in the warm, soft glow of early morning sunlight streaming through the frame, creating a shallow depth of field that blurs the rustic wooden table in the background into a soft bokeh. A perfect, pale yellow square of butter sits in the center of the top pancake, its sharp edges just beginning to soften. As the camera slides forward, the stack emits a slight, almost imperceptible tremor, a subtle tremor that ripples through the layers, as if it were waking up. Meanwhile, the butter begins to melt slowly and deliberately, forming a pool of shimmering liquid gold at its base before a single, viscous drop breaks free, following a slow, inviting path along the porous, textured side of the top pancake, creating an atmosphere of tranquility, appetizingness, and deep comfort.", + "seed": 29261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_11/index_4956_seed_29261_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09386406689882279, + "vlm_logprob": -0.09386406689882279, + "vlm_yes_no_margin": 3.5249999880790712, + "vlm_token_credit": -0.09386406689882279, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006447347812354565 + ], + "opposite_logprob_tokens": [ + -5.1314473152160645 + ], + "logprob_reward": -0.006447347812354565, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006447347812354565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1464383751153946, + 0.10029393434524536, + 0.04914411902427673, + 0.36840155720710754, + 0.067417211830616, + 0.03177741914987564, + 0.06294778734445572, + 0.039439644664525986, + 0.07479649037122726, + 0.05934341996908188 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.006447347812354565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00465808529406786 + ], + "opposite_logprob_tokens": [ + -5.379658222198486 + ], + "logprob_reward": -0.00465808529406786, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00465808529406786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1888437569141388, + 0.14338372647762299, + 0.0534752681851387, + 0.08278322219848633, + 0.0717281922698021, + 0.05318943038582802, + 0.10340093821287155, + 0.06362820416688919, + 0.0632612407207489, + 0.17630597949028015 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00465808529406786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902888745069504 + ], + "opposite_logprob_tokens": [ + -2.464028835296631 + ], + "logprob_reward": -0.08902888745069504, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902888745069504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22256070375442505, + 0.057888906449079514, + 0.0547461174428463, + 0.19822555780410767, + 0.057876646518707275, + 0.10369427502155304, + 0.12935970723628998, + 0.077150359749794, + 0.07159695774316788, + 0.026900680735707283 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.08902888745069504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574599504470825 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574599504470825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574599504470825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12454457581043243, + 0.06907390058040619, + 0.02821938879787922, + 0.04627980291843414, + 0.07596190273761749, + 0.10221721976995468, + 0.04540996626019478, + 0.26085638999938965, + 0.019725723192095757, + 0.22771106660366058 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.020574599504470825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861141443252563 + ], + "opposite_logprob_tokens": [ + -1.2236113548278809 + ], + "logprob_reward": -0.34861141443252563, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34861141443252563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2163129299879074, + 0.14487113058567047, + 0.07846227288246155, + 0.17402879893779755, + 0.09227801859378815, + 0.1756054013967514, + 0.05629340186715126, + 0.015926560387015343, + 0.02879399247467518, + 0.017427483573555946 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.34861141443252563 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a cinematic, slow-moving shot, starting in close-up and gradually tightening, focusing on a stack of three freshly made, thick, fluffy, golden-brown pancakes, placed on a pristine white ceramic plate. The entire scene is bathed in the warm, soft glow of early morning sunlight streaming through the frame, creating a shallow depth of field that blurs the rustic wooden table in the background into a soft bokeh. A perfect, pale yellow square of butter sits in the center of the top pancake, its sharp edges just beginning to soften. As the camera slides forward, the stack emits a slight, almost imperceptible tremor, a subtle tremor that ripples through the layers, as if it were waking up. Meanwhile, the butter begins to melt slowly and deliberately, forming a pool of shimmering liquid gold at its base before a single, viscous drop breaks free, following a slow, inviting path along the porous, textured side of the top pancake, creating an atmosphere of tranquility, appetizingness, and deep comfort.", + "seed": 29262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_11/index_4956_seed_29262_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03593409126624465, + "vlm_logprob": -0.03593409126624465, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03593409126624465, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009990096092224121 + ], + "opposite_logprob_tokens": [ + -4.634990215301514 + ], + "logprob_reward": -0.009990096092224121, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009990096092224121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08717216551303864, + 0.04510066285729408, + 0.042438406497240067, + 0.07743111997842789, + 0.06027163937687874, + 0.15400762856006622, + 0.09141357988119125, + 0.026854153722524643, + 0.20167037844657898, + 0.2136402577161789 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.009990096092224121 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652745556086302 + ], + "opposite_logprob_tokens": [ + -5.379652976989746 + ], + "logprob_reward": -0.004652745556086302, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652745556086302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05585690215229988, + 0.037938203662633896, + 0.011169539764523506, + 0.06985694915056229, + 0.042650431394577026, + 0.09927447140216827, + 0.08640920370817184, + 0.03573239594697952, + 0.130373015999794, + 0.4307389259338379 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.004652745556086302 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897324860095978 + ], + "opposite_logprob_tokens": [ + -2.5789732933044434 + ], + "logprob_reward": -0.07897324860095978, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897324860095978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2257739007472992, + 0.025287635624408722, + 0.01796799898147583, + 0.03427693620324135, + 0.07532443106174469, + 0.06056971848011017, + 0.026662932708859444, + 0.04435689374804497, + 0.15478232502937317, + 0.3349972367286682 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.07897324860095978 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016059335321187973 + ], + "opposite_logprob_tokens": [ + -4.141059398651123 + ], + "logprob_reward": -0.016059335321187973, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016059335321187973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2742210030555725, + 0.06002335250377655, + 0.011489931493997574, + 0.04295914247632027, + 0.17309199273586273, + 0.04134811833500862, + 0.0612870529294014, + 0.043884363025426865, + 0.07022786140441895, + 0.22146715223789215 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.016059335321187973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999503076076508 + ], + "opposite_logprob_tokens": [ + -2.6949949264526367 + ], + "logprob_reward": -0.06999503076076508, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999503076076508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049003880470991135, + 0.03094612993299961, + 0.018582668155431747, + 0.07599490135908127, + 0.10961896926164627, + 0.04124564677476883, + 0.04212505370378494, + 0.09497681260108948, + 0.18732169270515442, + 0.35018429160118103 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.06999503076076508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "It's a cinematic, slow-moving shot, starting in close-up and gradually tightening, focusing on a stack of three freshly made, thick, fluffy, golden-brown pancakes, placed on a pristine white ceramic plate. The entire scene is bathed in the warm, soft glow of early morning sunlight streaming through the frame, creating a shallow depth of field that blurs the rustic wooden table in the background into a soft bokeh. A perfect, pale yellow square of butter sits in the center of the top pancake, its sharp edges just beginning to soften. As the camera slides forward, the stack emits a slight, almost imperceptible tremor, a subtle tremor that ripples through the layers, as if it were waking up. Meanwhile, the butter begins to melt slowly and deliberately, forming a pool of shimmering liquid gold at its base before a single, viscous drop breaks free, following a slow, inviting path along the porous, textured side of the top pancake, creating an atmosphere of tranquility, appetizingness, and deep comfort.", + "seed": 29263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_11/index_4956_seed_29263_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.048184209130704404, + "vlm_logprob": -0.048184209130704404, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.048184209130704404, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041801463812589645 + ], + "opposite_logprob_tokens": [ + -5.629179954528809 + ], + "logprob_reward": -0.0041801463812589645, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0041801463812589645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04851774498820305, + 0.028207147493958473, + 0.14742080867290497, + 0.015608427114784718, + 0.011295154690742493, + 0.4838310778141022, + 0.1561342030763626, + 0.043480195105075836, + 0.04662640765309334, + 0.018878856673836708 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.0041801463812589645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753003224730492 + ], + "opposite_logprob_tokens": [ + -5.006752967834473 + ], + "logprob_reward": -0.006753003224730492, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753003224730492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01893450878560543, + 0.004023686982691288, + 0.01729057915508747, + 0.002888376358896494, + 0.0027706685941666365, + 0.8533909320831299, + 0.0030492888763546944, + 0.01419922336935997, + 0.05400402098894119, + 0.029448743909597397 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.006753003224730492 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203708052635193 + ], + "opposite_logprob_tokens": [ + -2.8120369911193848 + ], + "logprob_reward": -0.06203708052635193, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203708052635193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10278066992759705, + 0.07374248653650284, + 0.06363461911678314, + 0.05746946111321449, + 0.028328508138656616, + 0.2133668214082718, + 0.1270880103111267, + 0.027359487488865852, + 0.14035893976688385, + 0.16587096452713013 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.06203708052635193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624453864991665 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624453864991665, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624453864991665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14023295044898987, + 0.08191564679145813, + 0.024869371205568314, + 0.048377323895692825, + 0.027717571705579758, + 0.4496457278728485, + 0.09620882570743561, + 0.07334661483764648, + 0.02140352874994278, + 0.036282483488321304 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.007624453864991665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stack of three thick, fluffy, golden-brown pancakes on a white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a pale yellow square of butter in the center of the top pancake that begins to melt and drip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the stack of pancakes emit a slight tremor or ripple motion as if waking up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a rustic wooden table blurred into soft bokeh due to shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a close-up and gradually slide forward while tightening the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032636165618896 + ], + "opposite_logprob_tokens": [ + -1.910326361656189 + ], + "logprob_reward": -0.16032636165618896, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032636165618896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0398489348590374, + 0.04797477275133133, + 0.1119937002658844, + 0.026965152472257614, + 0.03555980324745178, + 0.2082412838935852, + 0.22384071350097656, + 0.15741504728794098, + 0.1063641682267189, + 0.041796423494815826 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.16032636165618896 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_12/index_tensor([5836, 5836])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_12/index_tensor([5836, 5836])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6834dc0a2c33d27815598a3303262aca43fecf29 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_12/index_tensor([5836, 5836])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from an extremely low angle, the camera held still, focused on a section of a massive, rusted, wrecked piece of machinery. Cold, weak natural light slants down from high above, outlining the hard contours and rough texture of the twisted metal, covered in weathered scratches and flaking dark gray paint. At the center of the shot, thick, dark oil slowly seeps from a jagged tear, carefully gathering at the bottom of the crack into a plump, trembling drop. Gradually stretched by its own gravity, the drop acquires a greasy sheen, clearly reflecting the surrounding light. Finally, it silently breaks free from the metal's edge, traces a brief trajectory through the air, and drips steadily and deliberately into a small pool of black oil below, stirring up a circle of almost imperceptible ripples that spread outward. The entire picture presents an extreme hyperrealistic style, with gloomy colors, a dead and desolate atmosphere, full of the heavy material feel after industrial decline, and every detail is extremely realistic.", + "seed": 7701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_12/index_5836_seed_7701_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04037261307239533, + "vlm_logprob": -0.04037261307239533, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04037261307239533, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06153726577758789 + ], + "opposite_logprob_tokens": [ + -2.936537265777588 + ], + "logprob_reward": -0.06153726577758789, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06153726577758789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26213717460632324, + 0.11513674259185791, + 0.08868612349033356, + 0.04890068992972374, + 0.15045732259750366, + 0.06672010570764542, + 0.058442529290914536, + 0.05648444965481758, + 0.08536070585250854, + 0.06767413765192032 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.06153726577758789 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637568674981594 + ], + "opposite_logprob_tokens": [ + -3.6513757705688477 + ], + "logprob_reward": -0.02637568674981594, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637568674981594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26087597012519836, + 0.04680604115128517, + 0.08063631504774094, + 0.0380060151219368, + 0.2604118883609772, + 0.041500091552734375, + 0.018824484199285507, + 0.043543074280023575, + 0.10134682059288025, + 0.10804925858974457 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.02637568674981594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331090159714222 + ], + "opposite_logprob_tokens": [ + -3.773310899734497 + ], + "logprob_reward": -0.02331090159714222, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331090159714222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19997061789035797, + 0.18399345874786377, + 0.05217066779732704, + 0.08887087553739548, + 0.09895830601453781, + 0.06099759414792061, + 0.08625223487615585, + 0.08994234353303909, + 0.08414487540721893, + 0.054699040949344635 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.02331090159714222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700552687048912 + ], + "opposite_logprob_tokens": [ + -2.6950552463531494 + ], + "logprob_reward": -0.0700552687048912, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700552687048912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1323913186788559, + 0.04950292780995369, + 0.07142531126737595, + 0.04650547355413437, + 0.05380157753825188, + 0.053415510803461075, + 0.13153526186943054, + 0.14333634078502655, + 0.1919083595275879, + 0.12617790699005127 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0700552687048912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583942532539368 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583942532539368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583942532539368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16876095533370972, + 0.12414241582155228, + 0.057509858161211014, + 0.14070294797420502, + 0.21222178637981415, + 0.05266349017620087, + 0.05235080048441887, + 0.06557480990886688, + 0.06386837363243103, + 0.062204573303461075 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.020583942532539368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera held still, focused on a section of a massive, rusted, wrecked piece of machinery. Cold, weak natural light slants down from high above, outlining the hard contours and rough texture of the twisted metal, covered in weathered scratches and flaking dark gray paint. At the center of the shot, thick, dark oil slowly seeps from a jagged tear, carefully gathering at the bottom of the crack into a plump, trembling drop. Gradually stretched by its own gravity, the drop acquires a greasy sheen, clearly reflecting the surrounding light. Finally, it silently breaks free from the metal's edge, traces a brief trajectory through the air, and drips steadily and deliberately into a small pool of black oil below, stirring up a circle of almost imperceptible ripples that spread outward. The entire picture presents an extreme hyperrealistic style, with gloomy colors, a dead and desolate atmosphere, full of the heavy material feel after industrial decline, and every detail is extremely realistic.", + "seed": 7702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_12/index_5836_seed_7702_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05145611073821783, + "vlm_logprob": -0.05145611073821783, + "vlm_yes_no_margin": 3.3499999761581423, + "vlm_token_credit": -0.05145611073821783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13421712815761566 + ], + "opposite_logprob_tokens": [ + -2.1342170238494873 + ], + "logprob_reward": -0.13421712815761566, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.13421712815761566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5391460061073303, + 0.05407469719648361, + 0.01562185026705265, + 0.03911779448390007, + 0.029493199661374092, + 0.01799839921295643, + 0.037722740322351456, + 0.1432790756225586, + 0.06989350914955139, + 0.053652744740247726 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.13421712815761566 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061348780989647 + ], + "opposite_logprob_tokens": [ + -3.895613431930542 + ], + "logprob_reward": -0.02061348780989647, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061348780989647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29256048798561096, + 0.027982596307992935, + 0.05698951333761215, + 0.02593512088060379, + 0.092981718480587, + 0.08150295913219452, + 0.08637528866529465, + 0.16403824090957642, + 0.1254764050245285, + 0.046157658100128174 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.02061348780989647 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200766295194626 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200766295194626, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200766295194626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24049125611782074, + 0.059789080172777176, + 0.021990478038787842, + 0.050839174538850784, + 0.07353032380342484, + 0.10278022289276123, + 0.1504921168088913, + 0.20246446132659912, + 0.084088996052742, + 0.013533894903957844 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.018200766295194626 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005304843187332 + ], + "opposite_logprob_tokens": [ + -2.6950531005859375 + ], + "logprob_reward": -0.07005304843187332, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005304843187332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30248281359672546, + 0.04089565575122833, + 0.05103906989097595, + 0.045397624373435974, + 0.10732997953891754, + 0.05547487363219261, + 0.0973789393901825, + 0.04305390268564224, + 0.20575372874736786, + 0.05119340121746063 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.07005304843187332 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196122996509075 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196122996509075, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196122996509075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3693019151687622, + 0.03864053264260292, + 0.0444810688495636, + 0.08650713413953781, + 0.040104128420352936, + 0.0649060383439064, + 0.11038275063037872, + 0.1405259221792221, + 0.03037933260202408, + 0.07477118074893951 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.014196122996509075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera held still, focused on a section of a massive, rusted, wrecked piece of machinery. Cold, weak natural light slants down from high above, outlining the hard contours and rough texture of the twisted metal, covered in weathered scratches and flaking dark gray paint. At the center of the shot, thick, dark oil slowly seeps from a jagged tear, carefully gathering at the bottom of the crack into a plump, trembling drop. Gradually stretched by its own gravity, the drop acquires a greasy sheen, clearly reflecting the surrounding light. Finally, it silently breaks free from the metal's edge, traces a brief trajectory through the air, and drips steadily and deliberately into a small pool of black oil below, stirring up a circle of almost imperceptible ripples that spread outward. The entire picture presents an extreme hyperrealistic style, with gloomy colors, a dead and desolate atmosphere, full of the heavy material feel after industrial decline, and every detail is extremely realistic.", + "seed": 7703, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_12/index_5836_seed_7703_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040902937017381194, + "vlm_logprob": -0.040902937017381194, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.040902937017381194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13263773918151855 + ], + "opposite_logprob_tokens": [ + -2.1326377391815186 + ], + "logprob_reward": -0.13263773918151855, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13263773918151855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21552987396717072, + 0.08317279070615768, + 0.03552453964948654, + 0.12832479178905487, + 0.12334060668945312, + 0.054264407604932785, + 0.13533960282802582, + 0.13736692070960999, + 0.049307022243738174, + 0.03782949969172478 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.13263773918151855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964931100606918 + ], + "opposite_logprob_tokens": [ + -5.130964756011963 + ], + "logprob_reward": -0.005964931100606918, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964931100606918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30774039030075073, + 0.06076233834028244, + 0.11871597915887833, + 0.17049072682857513, + 0.05060775205492973, + 0.046762000769376755, + 0.05743098631501198, + 0.053263790905475616, + 0.026083771139383316, + 0.10814230144023895 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.005964931100606918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200706034898758 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.014200706034898758, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200706034898758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5853300094604492, + 0.021636104211211205, + 0.11060597002506256, + 0.01748468168079853, + 0.07724785059690475, + 0.017509523779153824, + 0.010043062269687653, + 0.1224638968706131, + 0.011435558088123798, + 0.026243319734930992 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.014200706034898758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075159192085266 + ], + "opposite_logprob_tokens": [ + -3.1680750846862793 + ], + "logprob_reward": -0.043075159192085266, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075159192085266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40696483850479126, + 0.057691220194101334, + 0.15034452080726624, + 0.08099251240491867, + 0.05036233365535736, + 0.054062921553850174, + 0.05816665291786194, + 0.05142081901431084, + 0.0458780862390995, + 0.04411611333489418 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.043075159192085266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863614957779646 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.00863614957779646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863614957779646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6822965145111084, + 0.07823430001735687, + 0.025257129222154617, + 0.06590363383293152, + 0.023903710767626762, + 0.03337780758738518, + 0.009003781713545322, + 0.021654115989804268, + 0.011757698841392994, + 0.048611290752887726 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00863614957779646 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from an extremely low angle, the camera held still, focused on a section of a massive, rusted, wrecked piece of machinery. Cold, weak natural light slants down from high above, outlining the hard contours and rough texture of the twisted metal, covered in weathered scratches and flaking dark gray paint. At the center of the shot, thick, dark oil slowly seeps from a jagged tear, carefully gathering at the bottom of the crack into a plump, trembling drop. Gradually stretched by its own gravity, the drop acquires a greasy sheen, clearly reflecting the surrounding light. Finally, it silently breaks free from the metal's edge, traces a brief trajectory through the air, and drips steadily and deliberately into a small pool of black oil below, stirring up a circle of almost imperceptible ripples that spread outward. The entire picture presents an extreme hyperrealistic style, with gloomy colors, a dead and desolate atmosphere, full of the heavy material feel after industrial decline, and every detail is extremely realistic.", + "seed": 7704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_12/index_5836_seed_7704_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09639898836612701, + "vlm_logprob": -0.09639898836612701, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.09639898836612701, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18411171436309814 + ], + "opposite_logprob_tokens": [ + -1.8091117143630981 + ], + "logprob_reward": -0.18411171436309814, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18411171436309814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4241091310977936, + 0.09560073167085648, + 0.07124849408864975, + 0.03885439783334732, + 0.09397073835134506, + 0.048455335199832916, + 0.06509441882371902, + 0.061446547508239746, + 0.045324377715587616, + 0.055895838886499405 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.18411171436309814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365352794528008 + ], + "opposite_logprob_tokens": [ + -3.651365280151367 + ], + "logprob_reward": -0.026365352794528008, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365352794528008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41681215167045593, + 0.2557094097137451, + 0.041036996990442276, + 0.024717243388295174, + 0.042317163199186325, + 0.03226121887564659, + 0.08040257543325424, + 0.018827416002750397, + 0.05339633673429489, + 0.034519437700510025 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.026365352794528008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981104888021946 + ], + "opposite_logprob_tokens": [ + -3.529811143875122 + ], + "logprob_reward": -0.02981104888021946, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981104888021946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40976598858833313, + 0.0731659084558487, + 0.05486741662025452, + 0.06207237392663956, + 0.04344188794493675, + 0.21775640547275543, + 0.027028696611523628, + 0.037075769156217575, + 0.03825632110238075, + 0.036569323390722275 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.02981104888021946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563810646533966 + ], + "opposite_logprob_tokens": [ + -1.6006381511688232 + ], + "logprob_reward": -0.22563810646533966, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563810646533966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13311897218227386, + 0.08097230643033981, + 0.033685583621263504, + 0.08791419863700867, + 0.05363769456744194, + 0.13535252213478088, + 0.10682693868875504, + 0.21426309645175934, + 0.13638748228549957, + 0.01784120872616768 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.22563810646533966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from an extremely low angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, rusted, wrecked piece of machinery with twisted metal and flaking dark gray paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting cold and weak, slanting down from high above to outline the hard contours and rough texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thick, dark oil drop seep from a jagged tear, stretch, break free, and drip into a pool creating ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style extreme hyperrealistic with gloomy colors and a dead, desolate atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160687193274498 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160687193274498, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160687193274498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13947945833206177, + 0.13725896179676056, + 0.028728464618325233, + 0.04200451448559761, + 0.08637727051973343, + 0.3623598515987396, + 0.03811267018318176, + 0.09049505740404129, + 0.038306824862957, + 0.036876946687698364 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0160687193274498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_13/index_tensor([1364, 1364])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_13/index_tensor([1364, 1364])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2446de130bed93ef317236d59bfb0c66d352eeef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_13/index_tensor([1364, 1364])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, uninterrupted tracking shot, seemingly captured by chance and imbued with raw dynamism, tilts sharply downward from high above, locking onto a blurry figure enveloped by a tumbling black ring of pure shadow and twisted energy. The figure plummets at high speed like a meteorite, its tattered black trench coat whipping wildly in the whistling air as it hurtles toward a deserted city street shrouded in midnight. The wet asphalt reflects the dim glow of distant neon lights and dim streetlights. As the camera suddenly drops to a deeply angular, upward angle, the figure's heavy tactical boots slam into the ground with unparalleled destructive force, sending a visible shockwave radiating from the impact point. The hard asphalt cracks in an instant, spiderweb-like pattern, sending countless tiny particles of gravel and asphalt hurled into the air, scattering in a chaotic haze of light and shadow. The entire scene is imbued with the aesthetics of sudden, awe-inspiring violence, creating an atmosphere of tension and shock, akin to the arrival of a supernatural force.", + "seed": 23007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_13/index_1364_seed_23007_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03217217586934566, + "vlm_logprob": -0.03217217586934566, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03217217586934566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056866712868213654 + ], + "opposite_logprob_tokens": [ + -2.9318666458129883 + ], + "logprob_reward": -0.056866712868213654, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056866712868213654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07972139120101929, + 0.08313941955566406, + 0.027181044220924377, + 0.05630799010396004, + 0.06356868892908096, + 0.04359577223658562, + 0.13208727538585663, + 0.1826697289943695, + 0.26210227608680725, + 0.06962642073631287 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.056866712868213654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01823810674250126 + ], + "opposite_logprob_tokens": [ + -4.018238067626953 + ], + "logprob_reward": -0.01823810674250126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01823810674250126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06944040954113007, + 0.15625420212745667, + 0.036202892661094666, + 0.04694052413105965, + 0.17075268924236298, + 0.031005889177322388, + 0.13922230899333954, + 0.05655114725232124, + 0.1690831482410431, + 0.12454673647880554 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.01823810674250126 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548303231596947 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.012548303231596947, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548303231596947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.099350705742836, + 0.09463218599557877, + 0.05409403145313263, + 0.1499769240617752, + 0.19056671857833862, + 0.06263016909360886, + 0.11219379305839539, + 0.06897427141666412, + 0.1113169938325882, + 0.05626419186592102 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.012548303231596947 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502256006002426 + ], + "opposite_logprob_tokens": [ + -2.9300224781036377 + ], + "logprob_reward": -0.05502256006002426, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502256006002426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1162780299782753, + 0.06572414934635162, + 0.06331954896450043, + 0.10760816931724548, + 0.17350301146507263, + 0.05150727182626724, + 0.2585809528827667, + 0.03518565744161606, + 0.08465590327978134, + 0.04363732784986496 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.05502256006002426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07995715737342834, + 0.043494608253240585, + 0.026148293167352676, + 0.05899928882718086, + 0.18512608110904694, + 0.03936448320746422, + 0.31064730882644653, + 0.027171093970537186, + 0.13921968638896942, + 0.08987195044755936 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.018185196444392204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, uninterrupted tracking shot, seemingly captured by chance and imbued with raw dynamism, tilts sharply downward from high above, locking onto a blurry figure enveloped by a tumbling black ring of pure shadow and twisted energy. The figure plummets at high speed like a meteorite, its tattered black trench coat whipping wildly in the whistling air as it hurtles toward a deserted city street shrouded in midnight. The wet asphalt reflects the dim glow of distant neon lights and dim streetlights. As the camera suddenly drops to a deeply angular, upward angle, the figure's heavy tactical boots slam into the ground with unparalleled destructive force, sending a visible shockwave radiating from the impact point. The hard asphalt cracks in an instant, spiderweb-like pattern, sending countless tiny particles of gravel and asphalt hurled into the air, scattering in a chaotic haze of light and shadow. The entire scene is imbued with the aesthetics of sudden, awe-inspiring violence, creating an atmosphere of tension and shock, akin to the arrival of a supernatural force.", + "seed": 23008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_13/index_1364_seed_23008_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011326569691300392, + "vlm_logprob": -0.011326569691300392, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.011326569691300392, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02015748620033264 + ], + "opposite_logprob_tokens": [ + -4.145157337188721 + ], + "logprob_reward": -0.02015748620033264, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.02015748620033264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11194264888763428, + 0.06567660719156265, + 0.08004620671272278, + 0.06754734367132187, + 0.2005293369293213, + 0.08049532026052475, + 0.1730191707611084, + 0.08472026884555817, + 0.07621259242296219, + 0.05981054902076721 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.02015748620033264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016101447865366936 + ], + "opposite_logprob_tokens": [ + -4.141101360321045 + ], + "logprob_reward": -0.016101447865366936, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016101447865366936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19668267667293549, + 0.1269950419664383, + 0.08949282020330429, + 0.11457813531160355, + 0.05094122514128685, + 0.1046593189239502, + 0.15104793012142181, + 0.06743904203176498, + 0.0353533998131752, + 0.06281037628650665 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.016101447865366936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031956578604876995 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.0031956578604876995, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031956578604876995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037385229021310806, + 0.033566445112228394, + 0.09442673623561859, + 0.13261133432388306, + 0.22590190172195435, + 0.09829121828079224, + 0.21290281414985657, + 0.06438805162906647, + 0.0271759070456028, + 0.07335031032562256 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.0031956578604876995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643609281629324 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643609281629324, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643609281629324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06074719503521919, + 0.03398899361491203, + 0.06981200724840164, + 0.09453187882900238, + 0.1617918610572815, + 0.18780213594436646, + 0.13168376684188843, + 0.10756246745586395, + 0.06605173647403717, + 0.08602802455425262 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.004643609281629324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253464724868536 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.01253464724868536, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253464724868536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040936246514320374, + 0.04263303056359291, + 0.15264691412448883, + 0.09719139337539673, + 0.09826716780662537, + 0.0842815488576889, + 0.17967619001865387, + 0.09036359935998917, + 0.047650959342718124, + 0.16635295748710632 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.01253464724868536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, uninterrupted tracking shot, seemingly captured by chance and imbued with raw dynamism, tilts sharply downward from high above, locking onto a blurry figure enveloped by a tumbling black ring of pure shadow and twisted energy. The figure plummets at high speed like a meteorite, its tattered black trench coat whipping wildly in the whistling air as it hurtles toward a deserted city street shrouded in midnight. The wet asphalt reflects the dim glow of distant neon lights and dim streetlights. As the camera suddenly drops to a deeply angular, upward angle, the figure's heavy tactical boots slam into the ground with unparalleled destructive force, sending a visible shockwave radiating from the impact point. The hard asphalt cracks in an instant, spiderweb-like pattern, sending countless tiny particles of gravel and asphalt hurled into the air, scattering in a chaotic haze of light and shadow. The entire scene is imbued with the aesthetics of sudden, awe-inspiring violence, creating an atmosphere of tension and shock, akin to the arrival of a supernatural force.", + "seed": 23009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_13/index_1364_seed_23009_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013343748170882463, + "vlm_logprob": -0.013343748170882463, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.013343748170882463, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017373517155647278 + ], + "opposite_logprob_tokens": [ + -4.267373561859131 + ], + "logprob_reward": -0.017373517155647278, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.017373517155647278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05922688916325569, + 0.02132776938378811, + 0.042068030685186386, + 0.12163599580526352, + 0.0733957588672638, + 0.08000803738832474, + 0.14836485683918, + 0.1396893560886383, + 0.23403821885585785, + 0.08024513721466064 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.017373517155647278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370925828814507 + ], + "opposite_logprob_tokens": [ + -3.6513710021972656 + ], + "logprob_reward": -0.026370925828814507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370925828814507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04767370596528053, + 0.03047090396285057, + 0.05799052491784096, + 0.09493866562843323, + 0.1615743488073349, + 0.09344881027936935, + 0.1207537055015564, + 0.15015408396720886, + 0.12777699530124664, + 0.1152181625366211 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.026370925828814507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951895844191313 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951895844191313, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951895844191313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04836391285061836, + 0.03351273387670517, + 0.199930340051651, + 0.09555155038833618, + 0.113081194460392, + 0.06806948781013489, + 0.15482111275196075, + 0.14863157272338867, + 0.061013221740722656, + 0.0770249292254448 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.005951895844191313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595355499535799 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595355499535799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595355499535799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0920695811510086, + 0.03251391649246216, + 0.17269647121429443, + 0.17360924184322357, + 0.0913352444767952, + 0.0665557011961937, + 0.10652599483728409, + 0.03731856122612953, + 0.1189267635345459, + 0.10844849050045013 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.00595355499535799 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106884703040123 + ], + "opposite_logprob_tokens": [ + -4.511068820953369 + ], + "logprob_reward": -0.01106884703040123, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106884703040123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04809422045946121, + 0.03183016553521156, + 0.1466013640165329, + 0.06708371639251709, + 0.11812805384397507, + 0.08722566068172455, + 0.03617355227470398, + 0.3389304280281067, + 0.038490016013383865, + 0.08744282275438309 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.01106884703040123 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, uninterrupted tracking shot, seemingly captured by chance and imbued with raw dynamism, tilts sharply downward from high above, locking onto a blurry figure enveloped by a tumbling black ring of pure shadow and twisted energy. The figure plummets at high speed like a meteorite, its tattered black trench coat whipping wildly in the whistling air as it hurtles toward a deserted city street shrouded in midnight. The wet asphalt reflects the dim glow of distant neon lights and dim streetlights. As the camera suddenly drops to a deeply angular, upward angle, the figure's heavy tactical boots slam into the ground with unparalleled destructive force, sending a visible shockwave radiating from the impact point. The hard asphalt cracks in an instant, spiderweb-like pattern, sending countless tiny particles of gravel and asphalt hurled into the air, scattering in a chaotic haze of light and shadow. The entire scene is imbued with the aesthetics of sudden, awe-inspiring violence, creating an atmosphere of tension and shock, akin to the arrival of a supernatural force.", + "seed": 23010, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_13/index_1364_seed_23010_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01568738492205739, + "vlm_logprob": -0.01568738492205739, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.01568738492205739, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025227317586541176 + ], + "opposite_logprob_tokens": [ + -3.7752273082733154 + ], + "logprob_reward": -0.025227317586541176, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025227317586541176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13166028261184692, + 0.09951823949813843, + 0.09945692867040634, + 0.06747372448444366, + 0.034612856805324554, + 0.0338132344186306, + 0.06479716300964355, + 0.1876649260520935, + 0.06858894228935242, + 0.2124137580394745 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.025227317586541176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061675675213337 + ], + "opposite_logprob_tokens": [ + -3.8956167697906494 + ], + "logprob_reward": -0.02061675675213337, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061675675213337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38869449496269226, + 0.11641176044940948, + 0.06964272260665894, + 0.07401222735643387, + 0.04500312730669975, + 0.026614516973495483, + 0.05920597165822983, + 0.10426396876573563, + 0.04307693988084793, + 0.0730743557214737 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02061675675213337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739267613738775 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739267613738775, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739267613738775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15804634988307953, + 0.2664021849632263, + 0.08051861822605133, + 0.08712269365787506, + 0.07285885512828827, + 0.09666568785905838, + 0.04356186464428902, + 0.03570929914712906, + 0.10625861585140228, + 0.052855782210826874 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.006739267613738775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978990737348795 + ], + "opposite_logprob_tokens": [ + -4.634789943695068 + ], + "logprob_reward": -0.00978990737348795, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978990737348795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11777615547180176, + 0.08081930130720139, + 0.042671944946050644, + 0.1092495545744896, + 0.2231949418783188, + 0.08761854469776154, + 0.07531511783599854, + 0.04046078771352768, + 0.14850062131881714, + 0.07439304143190384 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.00978990737348795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blurry figure wearing a tattered black trench coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure enveloped by a tumbling black ring of pure shadow and twisted energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure plummet at high speed toward a deserted city street shrouded in midnight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wet asphalt reflect the dim glow of distant neon lights and streetlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt sharply downward from high above and then drop to a deeply angular upward angle upon impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606367528438568 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.01606367528438568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606367528438568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23139739036560059, + 0.12094856798648834, + 0.0685594230890274, + 0.06568550318479538, + 0.09522748738527298, + 0.14311407506465912, + 0.05114075914025307, + 0.05759624019265175, + 0.08803194016218185, + 0.0782986655831337 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.01606367528438568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_14/index_tensor([4566, 4566])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_14/index_tensor([4566, 4566])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4e57f9b074ab76ee56d65c46a5d729c7478a36d1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_14/index_tensor([4566, 4566])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping aerial shot slowly swept across a boundless mountain of electronic waste. Beneath the dim, smoke-filled sky, countless rusted server chassis piled one upon another, their decaying metal frames like the skeletons of ancient beasts, exuding a desolate, lifeless atmosphere. The camera slowly descended and panted forward, finally focusing on a figure amidst the ruins—Lin Ye. He wore a dark gray work jacket stained with oil, his face covered by thick goggles, his expression focused and exhausted. His left arm had been replaced by a crude hydraulic prosthesis, the exposed pistons and pipes emitting a heavy, rhythmic, wheezing sound as he moved. He half-knelt amid the metal rubble, his right hand steadying a modified welding torch, cobbled together from scrap. The muzzle blazed a dazzling blue plasma flame as he carefully dismantled a massive cubic device. It was a quantum server. On its sleek black exterior, beneath a technologically-inspired logo composed of white lines, the four Chinese characters for \"Ark Project\" were clearly printed. Sparks flew from the cutting, briefly illuminating the piles of discarded circuit boards and vine-like cables surrounding him. The air was filled with the acrid smell of ozone and molten metal. The entire scene, a stark contrast between the cold industrial gray tones and the blazing blue light of the welding torch, created an atmosphere of lonely and tenacious survival in the apocalypse.", + "seed": 15823, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_14/index_4566_seed_15823_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03064236855134368, + "vlm_logprob": -0.03064236855134368, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03064236855134368, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013036497868597507 + ], + "opposite_logprob_tokens": [ + -4.388036727905273 + ], + "logprob_reward": -0.013036497868597507, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013036497868597507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36536580324172974, + 0.051085226237773895, + 0.0360669381916523, + 0.14449694752693176, + 0.15145622193813324, + 0.052735116332769394, + 0.025708766654133797, + 0.04581188037991524, + 0.07085485011339188, + 0.0564182884991169 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.013036497868597507 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497460812330246 + ], + "opposite_logprob_tokens": [ + -2.9299745559692383 + ], + "logprob_reward": -0.05497460812330246, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497460812330246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37758034467697144, + 0.1515287458896637, + 0.191709965467453, + 0.04057365283370018, + 0.08531743288040161, + 0.01643957756459713, + 0.03475421667098999, + 0.02079843170940876, + 0.04265482351183891, + 0.03864274173974991 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05497460812330246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866772145032883 + ], + "opposite_logprob_tokens": [ + -3.0486676692962646 + ], + "logprob_reward": -0.04866772145032883, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866772145032883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3923130929470062, + 0.04401450231671333, + 0.08973700553178787, + 0.13743005692958832, + 0.11439456045627594, + 0.09307070076465607, + 0.04050418362021446, + 0.021087566390633583, + 0.039355531334877014, + 0.02809278294444084 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.04866772145032883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801562428474426 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.029801562428474426, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801562428474426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2801956236362457, + 0.06252625584602356, + 0.06552592664957047, + 0.13906070590019226, + 0.11477258056402206, + 0.11744928359985352, + 0.024264981970191002, + 0.06762806326150894, + 0.09060126543045044, + 0.037975192070007324 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.029801562428474426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731452886015177 + ], + "opposite_logprob_tokens": [ + -5.0067315101623535 + ], + "logprob_reward": -0.006731452886015177, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731452886015177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7803995013237, + 0.028305785730481148, + 0.025737684220075607, + 0.02120300754904747, + 0.05783121660351753, + 0.017498856410384178, + 0.014963136985898018, + 0.010047275573015213, + 0.03308780491352081, + 0.010925749316811562 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.006731452886015177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial shot slowly swept across a boundless mountain of electronic waste. Beneath the dim, smoke-filled sky, countless rusted server chassis piled one upon another, their decaying metal frames like the skeletons of ancient beasts, exuding a desolate, lifeless atmosphere. The camera slowly descended and panted forward, finally focusing on a figure amidst the ruins—Lin Ye. He wore a dark gray work jacket stained with oil, his face covered by thick goggles, his expression focused and exhausted. His left arm had been replaced by a crude hydraulic prosthesis, the exposed pistons and pipes emitting a heavy, rhythmic, wheezing sound as he moved. He half-knelt amid the metal rubble, his right hand steadying a modified welding torch, cobbled together from scrap. The muzzle blazed a dazzling blue plasma flame as he carefully dismantled a massive cubic device. It was a quantum server. On its sleek black exterior, beneath a technologically-inspired logo composed of white lines, the four Chinese characters for \"Ark Project\" were clearly printed. Sparks flew from the cutting, briefly illuminating the piles of discarded circuit boards and vine-like cables surrounding him. The air was filled with the acrid smell of ozone and molten metal. The entire scene, a stark contrast between the cold industrial gray tones and the blazing blue light of the welding torch, created an atmosphere of lonely and tenacious survival in the apocalypse.", + "seed": 15824, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_14/index_4566_seed_15824_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024652348645031453, + "vlm_logprob": -0.024652348645031453, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.024652348645031453, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968011915683746 + ], + "opposite_logprob_tokens": [ + -5.25596809387207 + ], + "logprob_reward": -0.005968011915683746, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005968011915683746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08376947045326233, + 0.016855577006936073, + 0.022342441603541374, + 0.6910913586616516, + 0.01783735491335392, + 0.031107259914278984, + 0.04988935589790344, + 0.022554796189069748, + 0.014619690366089344, + 0.04993272200226784 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.005968011915683746 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381055623292923 + ], + "opposite_logprob_tokens": [ + -3.2881054878234863 + ], + "logprob_reward": -0.0381055623292923, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381055623292923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14537645876407623, + 0.1422640085220337, + 0.022974930703639984, + 0.37643930315971375, + 0.024463586509227753, + 0.04966810718178749, + 0.07254301011562347, + 0.060639116913080215, + 0.03923146426677704, + 0.06639999896287918 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0381055623292923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306579753756523 + ], + "opposite_logprob_tokens": [ + -3.1680657863616943 + ], + "logprob_reward": -0.04306579753756523, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306579753756523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1073877215385437, + 0.03896859660744667, + 0.055432043969631195, + 0.27998074889183044, + 0.07128655165433884, + 0.11330016702413559, + 0.1008976474404335, + 0.0753248855471611, + 0.041327811777591705, + 0.11609389632940292 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.04306579753756523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348400861024857 + ], + "opposite_logprob_tokens": [ + -3.651348352432251 + ], + "logprob_reward": -0.026348400861024857, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348400861024857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03843274340033531, + 0.015312321484088898, + 0.024627991020679474, + 0.6042088866233826, + 0.05933482572436333, + 0.07277888059616089, + 0.08202546089887619, + 0.06645090132951736, + 0.016109995543956757, + 0.0207179244607687 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.026348400861024857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977397058159113 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.00977397058159113, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977397058159113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05701882392168045, + 0.02721092849969864, + 0.025084862485527992, + 0.6331409811973572, + 0.05310402438044548, + 0.02851305902004242, + 0.060180965811014175, + 0.049215167760849, + 0.03224112093448639, + 0.03429010510444641 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.00977397058159113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial shot slowly swept across a boundless mountain of electronic waste. Beneath the dim, smoke-filled sky, countless rusted server chassis piled one upon another, their decaying metal frames like the skeletons of ancient beasts, exuding a desolate, lifeless atmosphere. The camera slowly descended and panted forward, finally focusing on a figure amidst the ruins—Lin Ye. He wore a dark gray work jacket stained with oil, his face covered by thick goggles, his expression focused and exhausted. His left arm had been replaced by a crude hydraulic prosthesis, the exposed pistons and pipes emitting a heavy, rhythmic, wheezing sound as he moved. He half-knelt amid the metal rubble, his right hand steadying a modified welding torch, cobbled together from scrap. The muzzle blazed a dazzling blue plasma flame as he carefully dismantled a massive cubic device. It was a quantum server. On its sleek black exterior, beneath a technologically-inspired logo composed of white lines, the four Chinese characters for \"Ark Project\" were clearly printed. Sparks flew from the cutting, briefly illuminating the piles of discarded circuit boards and vine-like cables surrounding him. The air was filled with the acrid smell of ozone and molten metal. The entire scene, a stark contrast between the cold industrial gray tones and the blazing blue light of the welding torch, created an atmosphere of lonely and tenacious survival in the apocalypse.", + "seed": 15825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_14/index_4566_seed_15825_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.043292454723268745, + "vlm_logprob": -0.043292454723268745, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.043292454723268745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008940664120018482 + ], + "opposite_logprob_tokens": [ + -4.758940696716309 + ], + "logprob_reward": -0.008940664120018482, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008940664120018482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03442078083753586, + 0.5833114981651306, + 0.01536728348582983, + 0.21313856542110443, + 0.029819225892424583, + 0.03859414532780647, + 0.02964811585843563, + 0.011120270006358624, + 0.013480829074978828, + 0.031099185347557068 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.008940664120018482 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033372044563293 + ], + "opposite_logprob_tokens": [ + -2.3503336906433105 + ], + "logprob_reward": -0.10033372044563293, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033372044563293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07494024932384491, + 0.6208063364028931, + 0.06747464090585709, + 0.04170646890997887, + 0.021329540759325027, + 0.012049715034663677, + 0.11854932457208633, + 0.011075375601649284, + 0.018219416961073875, + 0.013848896138370037 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.10033372044563293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898349314928055 + ], + "opposite_logprob_tokens": [ + -2.5789835453033447 + ], + "logprob_reward": -0.07898349314928055, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898349314928055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030279994010925293, + 0.4684925079345703, + 0.018682697787880898, + 0.25990304350852966, + 0.032590873539447784, + 0.017589308321475983, + 0.1265437752008438, + 0.009352420456707478, + 0.01130236592143774, + 0.02526300959289074 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.07898349314928055 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058218978345394 + ], + "opposite_logprob_tokens": [ + -3.8955821990966797 + ], + "logprob_reward": -0.02058218978345394, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058218978345394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05003615841269493, + 0.5673138499259949, + 0.015794284641742706, + 0.13762879371643066, + 0.026217252016067505, + 0.015364796854555607, + 0.1342402547597885, + 0.011454431340098381, + 0.019059445708990097, + 0.022890765219926834 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.02058218978345394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762220611795783 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.00762220611795783, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762220611795783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011151161976158619, + 0.8224648833274841, + 0.010121314786374569, + 0.06283523142337799, + 0.005987334530800581, + 0.012364481575787067, + 0.058222170919179916, + 0.006128144450485706, + 0.0038028613198548555, + 0.006922358646988869 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.00762220611795783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial shot slowly swept across a boundless mountain of electronic waste. Beneath the dim, smoke-filled sky, countless rusted server chassis piled one upon another, their decaying metal frames like the skeletons of ancient beasts, exuding a desolate, lifeless atmosphere. The camera slowly descended and panted forward, finally focusing on a figure amidst the ruins—Lin Ye. He wore a dark gray work jacket stained with oil, his face covered by thick goggles, his expression focused and exhausted. His left arm had been replaced by a crude hydraulic prosthesis, the exposed pistons and pipes emitting a heavy, rhythmic, wheezing sound as he moved. He half-knelt amid the metal rubble, his right hand steadying a modified welding torch, cobbled together from scrap. The muzzle blazed a dazzling blue plasma flame as he carefully dismantled a massive cubic device. It was a quantum server. On its sleek black exterior, beneath a technologically-inspired logo composed of white lines, the four Chinese characters for \"Ark Project\" were clearly printed. Sparks flew from the cutting, briefly illuminating the piles of discarded circuit boards and vine-like cables surrounding him. The air was filled with the acrid smell of ozone and molten metal. The entire scene, a stark contrast between the cold industrial gray tones and the blazing blue light of the welding torch, created an atmosphere of lonely and tenacious survival in the apocalypse.", + "seed": 15826, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_14/index_4566_seed_15826_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04849996771663427, + "vlm_logprob": -0.04849996771663427, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04849996771663427, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008189431391656399 + ], + "opposite_logprob_tokens": [ + -4.8831892013549805 + ], + "logprob_reward": -0.008189431391656399, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008189431391656399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07677341252565384, + 0.2189379185438156, + 0.04623977467417717, + 0.3027675151824951, + 0.0558149516582489, + 0.07850570231676102, + 0.049429114907979965, + 0.09659549593925476, + 0.04248983412981033, + 0.032446302473545074 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.008189431391656399 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706506252288818 + ], + "opposite_logprob_tokens": [ + -2.1270651817321777 + ], + "logprob_reward": -0.12706506252288818, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706506252288818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1400429904460907, + 0.15859344601631165, + 0.03577699512243271, + 0.24650852382183075, + 0.0767044648528099, + 0.03507033362984657, + 0.02551344782114029, + 0.16505777835845947, + 0.049746036529541016, + 0.06698600202798843 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.12706506252288818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495869740843773 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495869740843773, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495869740843773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18657556176185608, + 0.1102863997220993, + 0.038296058773994446, + 0.29696717858314514, + 0.03908316791057587, + 0.07801029086112976, + 0.04564887657761574, + 0.11932595819234848, + 0.019659562036395073, + 0.06614702939987183 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.05495869740843773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810051456093788 + ], + "opposite_logprob_tokens": [ + -3.288100481033325 + ], + "logprob_reward": -0.03810051456093788, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810051456093788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09643974900245667, + 0.11193455755710602, + 0.026741212233901024, + 0.10518348962068558, + 0.03442039713263512, + 0.1026434376835823, + 0.03785715624690056, + 0.34342384338378906, + 0.03587257117033005, + 0.1054835319519043 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.03810051456093788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless mountain of electronic waste with rusted server chassis piled up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky dim and filled with smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Lin Ye wearing a dark gray work jacket stained with oil and thick goggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character have a left arm replaced by a crude hydraulic prosthesis with exposed pistons and pipes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a sweeping aerial shot, then slowly descend and pan forward to focus on the character?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186132699251175 + ], + "opposite_logprob_tokens": [ + -4.264185905456543 + ], + "logprob_reward": -0.014186132699251175, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186132699251175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14903227984905243, + 0.12907829880714417, + 0.07832994312047958, + 0.11821700632572174, + 0.06250877678394318, + 0.12719722092151642, + 0.07484382390975952, + 0.14815126359462738, + 0.0665297731757164, + 0.046111639589071274 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.014186132699251175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_15/index_tensor([3954, 3954])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_15/index_tensor([3954, 3954])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..520539accb1a191dde26839aaa67036a7f62468b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_15/index_tensor([3954, 3954])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, eye-level shot sweeps left, tracking a woman with long, dark brown hair tied in a low ponytail. She's professionally dressed in a cream silk blouse and dark, tailored trousers. She deliberately pushes open a heavy, frosted glass door until it clicks softly shut. As she walks left across the polished concrete floor of a minimalist modern office, the camera follows her steady, purposeful steps toward a black leather handbag resting on a nearby chair. In the foreground, a man with short black and white hair and a crisp light blue button-down shirt with rolled-up sleeves decisively slides his dark metal chair back from the conference table. As the woman bends down to pick up her bag, he rises in one fluid motion, his expression shifting to one of focused intent. He turns his head slightly toward an unseen figure, his mouth just beginning to open as he prepares to speak, commanding the scene's attention. The entire scene is bathed in soft, diffuse sunlight from the large, wall-sized windows, creating a cool, clean palette and an atmosphere of calm, focused professionalism.", + "seed": 30013, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_15/index_3954_seed_30013_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028762219380587338, + "vlm_logprob": -0.028762219380587338, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.028762219380587338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01303543895483017 + ], + "opposite_logprob_tokens": [ + -4.388035297393799 + ], + "logprob_reward": -0.01303543895483017, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01303543895483017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7731809616088867, + 0.01658533327281475, + 0.07128996402025223, + 0.02515062689781189, + 0.016422195360064507, + 0.02658901736140251, + 0.013529667630791664, + 0.017704788595438004, + 0.019789814949035645, + 0.019757654517889023 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.01303543895483017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607493683695793 + ], + "opposite_logprob_tokens": [ + -4.141075134277344 + ], + "logprob_reward": -0.01607493683695793, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607493683695793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.73283451795578, + 0.028031693771481514, + 0.10895773023366928, + 0.014850412495434284, + 0.016232162714004517, + 0.021661298349499702, + 0.017357058823108673, + 0.01606864482164383, + 0.016024023294448853, + 0.027982495725154877 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01607493683695793 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979855239391327 + ], + "opposite_logprob_tokens": [ + -3.5297985076904297 + ], + "logprob_reward": -0.02979855239391327, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979855239391327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10242745280265808, + 0.04368011653423309, + 0.48671504855155945, + 0.10819465667009354, + 0.03180351480841637, + 0.038652267307043076, + 0.05721275880932808, + 0.030929451808333397, + 0.04718790948390961, + 0.05319678783416748 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02979855239391327 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947866942733526 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947866942733526, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947866942733526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34473830461502075, + 0.01510122511535883, + 0.06397583335638046, + 0.02292538993060589, + 0.06327428668737411, + 0.1375512033700943, + 0.17673955857753754, + 0.04889746382832527, + 0.05790320038795471, + 0.06889348477125168 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.005947866942733526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789543017745018 + ], + "opposite_logprob_tokens": [ + -2.5789542198181152 + ], + "logprob_reward": -0.0789543017745018, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789543017745018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28642258048057556, + 0.03709041327238083, + 0.18254722654819489, + 0.049438003450632095, + 0.08261924237012863, + 0.09785662591457367, + 0.0764354020357132, + 0.06481244415044785, + 0.0643908828496933, + 0.05838722735643387 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.0789543017745018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot sweeps left, tracking a woman with long, dark brown hair tied in a low ponytail. She's professionally dressed in a cream silk blouse and dark, tailored trousers. She deliberately pushes open a heavy, frosted glass door until it clicks softly shut. As she walks left across the polished concrete floor of a minimalist modern office, the camera follows her steady, purposeful steps toward a black leather handbag resting on a nearby chair. In the foreground, a man with short black and white hair and a crisp light blue button-down shirt with rolled-up sleeves decisively slides his dark metal chair back from the conference table. As the woman bends down to pick up her bag, he rises in one fluid motion, his expression shifting to one of focused intent. He turns his head slightly toward an unseen figure, his mouth just beginning to open as he prepares to speak, commanding the scene's attention. The entire scene is bathed in soft, diffuse sunlight from the large, wall-sized windows, creating a cool, clean palette and an atmosphere of calm, focused professionalism.", + "seed": 30014, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_15/index_3954_seed_30014_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022049556020647287, + "vlm_logprob": -0.022049556020647287, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.022049556020647287, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021212957799434662 + ], + "opposite_logprob_tokens": [ + -3.8962130546569824 + ], + "logprob_reward": -0.021212957799434662, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021212957799434662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1352061629295349, + 0.024884136393666267, + 0.03227197751402855, + 0.03932281583547592, + 0.03977327048778534, + 0.04656156525015831, + 0.13017037510871887, + 0.10339728742837906, + 0.100066639482975, + 0.3483457863330841 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.021212957799434662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007643263787031174 + ], + "opposite_logprob_tokens": [ + -4.882643222808838 + ], + "logprob_reward": -0.007643263787031174, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007643263787031174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10484502464532852, + 0.058074478060007095, + 0.053471628576517105, + 0.03725119307637215, + 0.044891517609357834, + 0.06691628694534302, + 0.15417349338531494, + 0.20105788111686707, + 0.06174543872475624, + 0.2175731211900711 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.007643263787031174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033705130219459534 + ], + "opposite_logprob_tokens": [ + -3.408705234527588 + ], + "logprob_reward": -0.033705130219459534, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033705130219459534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3038735091686249, + 0.055239420384168625, + 0.031048137694597244, + 0.06549524515867233, + 0.04901496693491936, + 0.05512562766671181, + 0.09977280348539352, + 0.0823204442858696, + 0.09409352391958237, + 0.16401636600494385 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.033705130219459534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639812279492617 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639812279492617, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639812279492617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12179149687290192, + 0.03775479272007942, + 0.04482189938426018, + 0.027498584240674973, + 0.0777018591761589, + 0.03187931701540947, + 0.1041327640414238, + 0.1374821960926056, + 0.18714268505573273, + 0.22979439795017242 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.004639812279492617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304661601781845 + ], + "opposite_logprob_tokens": [ + -3.168046712875366 + ], + "logprob_reward": -0.04304661601781845, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304661601781845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17809365689754486, + 0.06535422801971436, + 0.04133162647485733, + 0.15059557557106018, + 0.03464992716908455, + 0.05187062919139862, + 0.05624501034617424, + 0.09251600503921509, + 0.06607086956501007, + 0.2632724940776825 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.04304661601781845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot sweeps left, tracking a woman with long, dark brown hair tied in a low ponytail. She's professionally dressed in a cream silk blouse and dark, tailored trousers. She deliberately pushes open a heavy, frosted glass door until it clicks softly shut. As she walks left across the polished concrete floor of a minimalist modern office, the camera follows her steady, purposeful steps toward a black leather handbag resting on a nearby chair. In the foreground, a man with short black and white hair and a crisp light blue button-down shirt with rolled-up sleeves decisively slides his dark metal chair back from the conference table. As the woman bends down to pick up her bag, he rises in one fluid motion, his expression shifting to one of focused intent. He turns his head slightly toward an unseen figure, his mouth just beginning to open as he prepares to speak, commanding the scene's attention. The entire scene is bathed in soft, diffuse sunlight from the large, wall-sized windows, creating a cool, clean palette and an atmosphere of calm, focused professionalism.", + "seed": 30015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_15/index_3954_seed_30015_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02645957116037607, + "vlm_logprob": -0.02645957116037607, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02645957116037607, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01034387107938528 + ], + "opposite_logprob_tokens": [ + -4.6353440284729 + ], + "logprob_reward": -0.01034387107938528, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01034387107938528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10003267228603363, + 0.07973119616508484, + 0.03136031702160835, + 0.048280369490385056, + 0.025005433708429337, + 0.018504563719034195, + 0.04724772647023201, + 0.08823417872190475, + 0.539774477481842, + 0.02182907797396183 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.01034387107938528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083230376243591 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083230376243591, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083230376243591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03280729427933693, + 0.2126605361700058, + 0.0356697179377079, + 0.04205869138240814, + 0.02962585724890232, + 0.01995503343641758, + 0.04017262905836105, + 0.11595135927200317, + 0.4511929154396057, + 0.019905995577573776 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.011083230376243591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283997550606728 + ], + "opposite_logprob_tokens": [ + -3.7732839584350586 + ], + "logprob_reward": -0.023283997550606728, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283997550606728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057048995047807693, + 0.3567884564399719, + 0.04985960200428963, + 0.021678047254681587, + 0.017367657274007797, + 0.016046104952692986, + 0.02552984096109867, + 0.06501234322786331, + 0.3779850900173187, + 0.012683834880590439 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.023283997550606728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635204285383224 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635204285383224, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635204285383224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03459430858492851, + 0.15805396437644958, + 0.024284375831484795, + 0.022063730284571648, + 0.019473060965538025, + 0.021360784769058228, + 0.04848506674170494, + 0.14024466276168823, + 0.5113977193832397, + 0.020042262971401215 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.008635204285383224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895155251026154 + ], + "opposite_logprob_tokens": [ + -2.578951597213745 + ], + "logprob_reward": -0.07895155251026154, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895155251026154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07088776677846909, + 0.06865652650594711, + 0.04310327768325806, + 0.038671039044857025, + 0.0460517518222332, + 0.07171507179737091, + 0.041581861674785614, + 0.08184674382209778, + 0.5193328857421875, + 0.01815311424434185 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.07895155251026154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, eye-level shot sweeps left, tracking a woman with long, dark brown hair tied in a low ponytail. She's professionally dressed in a cream silk blouse and dark, tailored trousers. She deliberately pushes open a heavy, frosted glass door until it clicks softly shut. As she walks left across the polished concrete floor of a minimalist modern office, the camera follows her steady, purposeful steps toward a black leather handbag resting on a nearby chair. In the foreground, a man with short black and white hair and a crisp light blue button-down shirt with rolled-up sleeves decisively slides his dark metal chair back from the conference table. As the woman bends down to pick up her bag, he rises in one fluid motion, his expression shifting to one of focused intent. He turns his head slightly toward an unseen figure, his mouth just beginning to open as he prepares to speak, commanding the scene's attention. The entire scene is bathed in soft, diffuse sunlight from the large, wall-sized windows, creating a cool, clean palette and an atmosphere of calm, focused professionalism.", + "seed": 30016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_15/index_3954_seed_30016_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021007809415459634, + "vlm_logprob": -0.021007809415459634, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.021007809415459634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00766183715313673 + ], + "opposite_logprob_tokens": [ + -5.007661819458008 + ], + "logprob_reward": -0.00766183715313673, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00766183715313673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18902583420276642, + 0.07201912254095078, + 0.1541268229484558, + 0.09022527188062668, + 0.10930196195840836, + 0.14704512059688568, + 0.05754667520523071, + 0.09313050657510757, + 0.037116315215826035, + 0.05046235769987106 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.00766183715313673 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747082807123661 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747082807123661, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747082807123661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1515318602323532, + 0.08178091049194336, + 0.10957388579845428, + 0.06968680024147034, + 0.16669854521751404, + 0.1458359658718109, + 0.05174588784575462, + 0.1314712017774582, + 0.06202727556228638, + 0.02964760921895504 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.006747082807123661 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070010140538216 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016070010140538216, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070010140538216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1273265928030014, + 0.09664855897426605, + 0.13292816281318665, + 0.0824834480881691, + 0.24965664744377136, + 0.10168418288230896, + 0.05807344242930412, + 0.07980210334062576, + 0.023016538470983505, + 0.04838027432560921 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.016070010140538216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537825852632523 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537825852632523, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537825852632523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08810155838727951, + 0.040392614901065826, + 0.20551767945289612, + 0.05050739273428917, + 0.06740628927946091, + 0.19413252174854279, + 0.0860719233751297, + 0.10457056015729904, + 0.09886755794286728, + 0.06443185359239578 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.012537825852632523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with long dark brown hair tied in a low ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream silk blouse and dark tailored trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman push open a heavy frosted glass door and then walk left across a polished concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a man with short black and white hair in a light blue button-down shirt who slides his chair back and rises with focused intent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform an eye-level shot that sweeps left to track the woman's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062022291123867035 + ], + "opposite_logprob_tokens": [ + -2.8120222091674805 + ], + "logprob_reward": -0.062022291123867035, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062022291123867035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1916191428899765, + 0.05988026782870293, + 0.20939122140407562, + 0.08638785034418106, + 0.09397643804550171, + 0.07475685328245163, + 0.06394246220588684, + 0.11701958626508713, + 0.051140423864126205, + 0.05188574269413948 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.062022291123867035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_2/index_tensor([7909, 7909])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_2/index_tensor([7909, 7909])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c5df4e9a2ad05171339e948ce102d73fabaadfa6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_2/index_tensor([7909, 7909])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, static, close-up cinematic shot immerses the viewer directly within a cluttered, weathered red metal toolbox. A single, strong light from above casts sharp highlights and deep shadows, accentuating the scene's texture. A work-weary hand, calloused fingers and a hint of grease beneath its nails, methodically rummages through the jumble of tools. The hand deliberately pushes aside a heavy, oil-stained adjustable wrench and a pair of pliers, causing a series of chrome V-sockets and hex keys to shift and clink. The camera remains stationary, focusing on the deliberate micro-movements of the fingers as they probe between the faded plastic-handled screwdriver and the cold, hard steel of various spiders. The dominant color palette is the crushed industrial red of the toolbox, contrasting sharply with the cool metallic silver of the tools, creating a tactile and focused atmosphere of determined searching within the workshop setting.", + "seed": 26364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_2/index_7909_seed_26364_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06691383086144924, + "vlm_logprob": -0.06691383086144924, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.06691383086144924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013096151873469353 + ], + "opposite_logprob_tokens": [ + -4.388096332550049 + ], + "logprob_reward": -0.013096151873469353, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013096151873469353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03363960236310959, + 0.3809458017349243, + 0.020642071962356567, + 0.039723969995975494, + 0.027945224195718765, + 0.027808358892798424, + 0.02062927559018135, + 0.15992960333824158, + 0.2366454303264618, + 0.052090585231781006 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.013096151873469353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016100041568279266 + ], + "opposite_logprob_tokens": [ + -4.14109992980957 + ], + "logprob_reward": -0.016100041568279266, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016100041568279266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031101860105991364, + 0.2690108120441437, + 0.01716269552707672, + 0.049546971917152405, + 0.008096909150481224, + 0.048315975815057755, + 0.021007651463150978, + 0.2322998046875, + 0.27424347400665283, + 0.0492139495909214 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.016100041568279266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005304843187332 + ], + "opposite_logprob_tokens": [ + -2.6950531005859375 + ], + "logprob_reward": -0.07005304843187332, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005304843187332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03209745138883591, + 0.35901939868927, + 0.013735244050621986, + 0.11784185469150543, + 0.021860271692276, + 0.030909478664398193, + 0.017400331795215607, + 0.14681732654571533, + 0.1053026095032692, + 0.1550159901380539 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.07005304843187332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373993933200836 + ], + "opposite_logprob_tokens": [ + -3.4087400436401367 + ], + "logprob_reward": -0.03373993933200836, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373993933200836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026918187737464905, + 0.3715418875217438, + 0.012762444093823433, + 0.09225676953792572, + 0.009886860847473145, + 0.023434827104210854, + 0.01830080896615982, + 0.1837279200553894, + 0.05896126851439476, + 0.20220893621444702 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.03373993933200836 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015799731016159 + ], + "opposite_logprob_tokens": [ + -1.7015799283981323 + ], + "logprob_reward": -0.2015799731016159, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015799731016159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015208825469017029, + 0.3657264709472656, + 0.01215243712067604, + 0.03673052042722702, + 0.022647010162472725, + 0.011557013727724552, + 0.024891238659620285, + 0.4700445830821991, + 0.03246869891881943, + 0.00857318565249443 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.2015799731016159 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static, close-up cinematic shot immerses the viewer directly within a cluttered, weathered red metal toolbox. A single, strong light from above casts sharp highlights and deep shadows, accentuating the scene's texture. A work-weary hand, calloused fingers and a hint of grease beneath its nails, methodically rummages through the jumble of tools. The hand deliberately pushes aside a heavy, oil-stained adjustable wrench and a pair of pliers, causing a series of chrome V-sockets and hex keys to shift and clink. The camera remains stationary, focusing on the deliberate micro-movements of the fingers as they probe between the faded plastic-handled screwdriver and the cold, hard steel of various spiders. The dominant color palette is the crushed industrial red of the toolbox, contrasting sharply with the cool metallic silver of the tools, creating a tactile and focused atmosphere of determined searching within the workshop setting.", + "seed": 26365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_2/index_7909_seed_26365_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.121275669708848, + "vlm_logprob": -0.121275669708848, + "vlm_yes_no_margin": 2.525000011920929, + "vlm_token_credit": -0.121275669708848, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.089198999106884 + ], + "opposite_logprob_tokens": [ + -2.4641990661621094 + ], + "logprob_reward": -0.089198999106884, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.089198999106884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19265064597129822, + 0.11892487108707428, + 0.054213911294937134, + 0.0624166801571846, + 0.13878114521503448, + 0.17387843132019043, + 0.07515221834182739, + 0.0715130940079689, + 0.047642242163419724, + 0.06482677906751633 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.089198999106884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062088727951049805 + ], + "opposite_logprob_tokens": [ + -2.81208872795105 + ], + "logprob_reward": -0.062088727951049805, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062088727951049805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1592879444360733, + 0.11250922828912735, + 0.04733743891119957, + 0.06402000784873962, + 0.09053889662027359, + 0.07434301823377609, + 0.066640205681324, + 0.10195586830377579, + 0.22409719228744507, + 0.05927016958594322 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.062088727951049805 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813103586435318 + ], + "opposite_logprob_tokens": [ + -3.28813099861145 + ], + "logprob_reward": -0.03813103586435318, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813103586435318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25373297929763794, + 0.08562353998422623, + 0.05620652437210083, + 0.06796055287122726, + 0.09305044263601303, + 0.1785968393087387, + 0.05160243436694145, + 0.10248619318008423, + 0.06069624796509743, + 0.050044283270835876 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.03813103586435318 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029839398339390755 + ], + "opposite_logprob_tokens": [ + -3.529839515686035 + ], + "logprob_reward": -0.029839398339390755, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029839398339390755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15599696338176727, + 0.06865531951189041, + 0.06321948021650314, + 0.07227809727191925, + 0.09473513066768646, + 0.2951352298259735, + 0.06764454394578934, + 0.07821609079837799, + 0.0491359569132328, + 0.0549832247197628 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.029839398339390755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38712018728256226 + ], + "opposite_logprob_tokens": [ + -1.137120246887207 + ], + "logprob_reward": -0.38712018728256226, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38712018728256226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18483762443065643, + 0.2631402611732483, + 0.04098277911543846, + 0.026689782738685608, + 0.06514965742826462, + 0.07945416122674942, + 0.07970628142356873, + 0.08171185106039047, + 0.07082914561033249, + 0.10749844461679459 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.38712018728256226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static, close-up cinematic shot immerses the viewer directly within a cluttered, weathered red metal toolbox. A single, strong light from above casts sharp highlights and deep shadows, accentuating the scene's texture. A work-weary hand, calloused fingers and a hint of grease beneath its nails, methodically rummages through the jumble of tools. The hand deliberately pushes aside a heavy, oil-stained adjustable wrench and a pair of pliers, causing a series of chrome V-sockets and hex keys to shift and clink. The camera remains stationary, focusing on the deliberate micro-movements of the fingers as they probe between the faded plastic-handled screwdriver and the cold, hard steel of various spiders. The dominant color palette is the crushed industrial red of the toolbox, contrasting sharply with the cool metallic silver of the tools, creating a tactile and focused atmosphere of determined searching within the workshop setting.", + "seed": 26366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_2/index_7909_seed_26366_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05193433528766036, + "vlm_logprob": -0.05193433528766036, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.05193433528766036, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00935126282274723 + ], + "opposite_logprob_tokens": [ + -4.7593512535095215 + ], + "logprob_reward": -0.00935126282274723, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00935126282274723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1484961211681366, + 0.0717492401599884, + 0.0954391211271286, + 0.042678117752075195, + 0.036604080349206924, + 0.08875793218612671, + 0.17572832107543945, + 0.07850760966539383, + 0.12292729318141937, + 0.13911212980747223 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.00935126282274723 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00675359508022666 + ], + "opposite_logprob_tokens": [ + -5.006753444671631 + ], + "logprob_reward": -0.00675359508022666, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00675359508022666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09630744159221649, + 0.03185410425066948, + 0.06944145262241364, + 0.04893353581428528, + 0.08102836459875107, + 0.043231379240751266, + 0.06894250959157944, + 0.07199021428823471, + 0.40521079301834106, + 0.08306027948856354 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.00675359508022666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307858645915985 + ], + "opposite_logprob_tokens": [ + -3.168078660964966 + ], + "logprob_reward": -0.04307858645915985, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307858645915985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14304585754871368, + 0.03575988486409187, + 0.054610274732112885, + 0.09873900562524796, + 0.17298972606658936, + 0.0949869453907013, + 0.10308127850294113, + 0.04060765728354454, + 0.060369931161403656, + 0.19580939412117004 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.04307858645915985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020601458847522736 + ], + "opposite_logprob_tokens": [ + -3.895601511001587 + ], + "logprob_reward": -0.020601458847522736, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020601458847522736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13107849657535553, + 0.058906931430101395, + 0.037592001259326935, + 0.05469735339283943, + 0.08524298667907715, + 0.11850792169570923, + 0.12717433273792267, + 0.0659472644329071, + 0.14441004395484924, + 0.17644263803958893 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.020601458847522736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988677322864532 + ], + "opposite_logprob_tokens": [ + -1.804886817932129 + ], + "logprob_reward": -0.17988677322864532, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988677322864532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11396925151348114, + 0.1749444454908371, + 0.053176529705524445, + 0.1033717542886734, + 0.0520184263586998, + 0.07960730046033859, + 0.021884411573410034, + 0.09857753664255142, + 0.21755294501781464, + 0.08489731699228287 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.17988677322864532 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static, close-up cinematic shot immerses the viewer directly within a cluttered, weathered red metal toolbox. A single, strong light from above casts sharp highlights and deep shadows, accentuating the scene's texture. A work-weary hand, calloused fingers and a hint of grease beneath its nails, methodically rummages through the jumble of tools. The hand deliberately pushes aside a heavy, oil-stained adjustable wrench and a pair of pliers, causing a series of chrome V-sockets and hex keys to shift and clink. The camera remains stationary, focusing on the deliberate micro-movements of the fingers as they probe between the faded plastic-handled screwdriver and the cold, hard steel of various spiders. The dominant color palette is the crushed industrial red of the toolbox, contrasting sharply with the cool metallic silver of the tools, creating a tactile and focused atmosphere of determined searching within the workshop setting.", + "seed": 26367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_2/index_7909_seed_26367_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.051563411578536035, + "vlm_logprob": -0.051563411578536035, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.051563411578536035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01027720794081688 + ], + "opposite_logprob_tokens": [ + -4.635277271270752 + ], + "logprob_reward": -0.01027720794081688, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01027720794081688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09913162887096405, + 0.07014656811952591, + 0.09788769483566284, + 0.09392603486776352, + 0.13577809929847717, + 0.06638336926698685, + 0.0745868906378746, + 0.15065819025039673, + 0.14542734622955322, + 0.0660741999745369 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.01027720794081688 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008663685992360115 + ], + "opposite_logprob_tokens": [ + -4.758663654327393 + ], + "logprob_reward": -0.008663685992360115, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008663685992360115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09730294346809387, + 0.09300093352794647, + 0.09585053473711014, + 0.09228675067424774, + 0.09142282605171204, + 0.05239791423082352, + 0.08568783104419708, + 0.2628195881843567, + 0.06176312267780304, + 0.0674675703048706 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.008663685992360115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048677489161491394 + ], + "opposite_logprob_tokens": [ + -3.048677444458008 + ], + "logprob_reward": -0.048677489161491394, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048677489161491394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14659935235977173, + 0.04516563192009926, + 0.09926950931549072, + 0.2618561387062073, + 0.12066951394081116, + 0.10843827575445175, + 0.02882005274295807, + 0.0991160199046135, + 0.06257325410842896, + 0.02749224752187729 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.048677489161491394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828637838363647 + ], + "opposite_logprob_tokens": [ + -3.5298285484313965 + ], + "logprob_reward": -0.029828637838363647, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828637838363647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1557224541902542, + 0.0693119466304779, + 0.04812012240290642, + 0.14946503937244415, + 0.1917775571346283, + 0.11030176281929016, + 0.08710406720638275, + 0.09964132308959961, + 0.04816173017024994, + 0.04039394110441208 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.029828637838363647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a cluttered, weathered red metal toolbox?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a work-weary hand with calloused fingers and grease under the nails visible rummaging through tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hand push aside a heavy, oil-stained adjustable wrench and a pair of pliers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do chrome V-sockets and hex keys shift and clink as the hand probes between a faded plastic-handled screwdriver and steel tools?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary with a high-angle view, illuminated by a single strong light from above casting sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037003695964813 + ], + "opposite_logprob_tokens": [ + -1.9103699922561646 + ], + "logprob_reward": -0.16037003695964813, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037003695964813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19695982336997986, + 0.13440194725990295, + 0.08974754065275192, + 0.12274587154388428, + 0.06448151171207428, + 0.06325119733810425, + 0.03296813741326332, + 0.08719488233327866, + 0.14836706221103668, + 0.05988201126456261 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.16037003695964813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_3/index_tensor([459, 459])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_3/index_tensor([459, 459])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a57508582aa5709aeb941c8effe60f4175aadfc8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_3/index_tensor([459, 459])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight close-up, viewed from a slightly low angle, focuses on a young steam locomotive driver. He wears a dark blue, slightly frayed canvas driver's hat, a few wisps of sweat-stained black hair peeking from beneath the brim. His eyes are steely and focused, his lips pursed with unwavering determination, as he concentrates intently on the operation. With a steady push of a brass lever, the train suddenly bursts through the endless, cotton-thick gray clouds before him. Instantly, a flood of golden light, like a dam bursting through, explodes through the ripped clouds. In Makoto Shinkai's signature aesthetic, it forms countless distinct, sharp-edged volumetric beams (\"God Rays\"), accompanied by a gorgeous blue anamorphic lens flare that stretches across the frame. This dazzling light instantly bathes the entire cabin, imbued with a retro, mechanical feel, illuminating tiny dust particles dancing in the air, transforming them into shimmering golden stars. The light flows across the driver's resolute profile, outlining a dazzling circle of light, and reflecting a warm, saturated glow on the copper dashboard and pipes beside him. The entire scene abruptly transforms from a depressing, cold tones into a world of warm tones filled with hope and grandeur, presenting a wallpaper-quality image that is intensely emotional, richly detailed, and breathtaking.", + "seed": 30015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_3/index_459_seed_30015_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01383008756674826, + "vlm_logprob": -0.01383008756674826, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.01383008756674826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039148345589637756 + ], + "opposite_logprob_tokens": [ + -3.2891483306884766 + ], + "logprob_reward": -0.039148345589637756, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039148345589637756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22136561572551727, + 0.18958264589309692, + 0.09994469583034515, + 0.08945060521364212, + 0.10155310481786728, + 0.06424624472856522, + 0.0539923794567585, + 0.09015129506587982, + 0.04032489284873009, + 0.04938845336437225 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.039148345589637756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790497832000256 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790497832000256, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790497832000256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1638639122247696, + 0.19470156729221344, + 0.11220289766788483, + 0.12971805036067963, + 0.03951217606663704, + 0.06591641902923584, + 0.056154146790504456, + 0.03793049976229668, + 0.02744496986269951, + 0.17255543172359467 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.009790497832000256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946681834757328 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946681834757328, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946681834757328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19892318546772003, + 0.11016671359539032, + 0.12812797725200653, + 0.10961483418941498, + 0.10176713764667511, + 0.05750991404056549, + 0.11407549679279327, + 0.07481802254915237, + 0.06357944011688232, + 0.04141724854707718 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.005946681834757328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003187577472999692 + ], + "opposite_logprob_tokens": [ + -5.753187656402588 + ], + "logprob_reward": -0.003187577472999692, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003187577472999692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35565102100372314, + 0.04794585332274437, + 0.0994221642613411, + 0.08575443178415298, + 0.12493684887886047, + 0.051196228712797165, + 0.0916936993598938, + 0.032297901809215546, + 0.04685714840888977, + 0.06424468755722046 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.003187577472999692 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077335104346275 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077335104346275, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077335104346275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19942539930343628, + 0.08982190489768982, + 0.2226576954126358, + 0.044907357543706894, + 0.15130044519901276, + 0.05653049051761627, + 0.11512090265750885, + 0.02659648284316063, + 0.042463015764951706, + 0.05117636173963547 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.011077335104346275 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up, viewed from a slightly low angle, focuses on a young steam locomotive driver. He wears a dark blue, slightly frayed canvas driver's hat, a few wisps of sweat-stained black hair peeking from beneath the brim. His eyes are steely and focused, his lips pursed with unwavering determination, as he concentrates intently on the operation. With a steady push of a brass lever, the train suddenly bursts through the endless, cotton-thick gray clouds before him. Instantly, a flood of golden light, like a dam bursting through, explodes through the ripped clouds. In Makoto Shinkai's signature aesthetic, it forms countless distinct, sharp-edged volumetric beams (\"God Rays\"), accompanied by a gorgeous blue anamorphic lens flare that stretches across the frame. This dazzling light instantly bathes the entire cabin, imbued with a retro, mechanical feel, illuminating tiny dust particles dancing in the air, transforming them into shimmering golden stars. The light flows across the driver's resolute profile, outlining a dazzling circle of light, and reflecting a warm, saturated glow on the copper dashboard and pipes beside him. The entire scene abruptly transforms from a depressing, cold tones into a world of warm tones filled with hope and grandeur, presenting a wallpaper-quality image that is intensely emotional, richly detailed, and breathtaking.", + "seed": 30016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_3/index_459_seed_30016_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.008406817098148167, + "vlm_logprob": -0.008406817098148167, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.008406817098148167, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018023639917373657 + ], + "opposite_logprob_tokens": [ + -4.143023490905762 + ], + "logprob_reward": -0.018023639917373657, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018023639917373657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29266491532325745, + 0.1456402987241745, + 0.1118771880865097, + 0.055748146027326584, + 0.10603135079145432, + 0.06506602466106415, + 0.06111221760511398, + 0.05797424167394638, + 0.048240646719932556, + 0.05564489588141441 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018023639917373657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264822859317064 + ], + "opposite_logprob_tokens": [ + -5.255264759063721 + ], + "logprob_reward": -0.005264822859317064, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264822859317064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23182463645935059, + 0.16817431151866913, + 0.14756064116954803, + 0.08999581634998322, + 0.05162880942225456, + 0.03771037235856056, + 0.07372971624135971, + 0.045320190489292145, + 0.05518808588385582, + 0.09886746853590012 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005264822859317064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013381821336224675 + ], + "opposite_logprob_tokens": [ + -6.626338005065918 + ], + "logprob_reward": -0.0013381821336224675, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013381821336224675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18477416038513184, + 0.11883962899446487, + 0.059831421822309494, + 0.0438627153635025, + 0.0770067572593689, + 0.07800357788801193, + 0.05869457870721817, + 0.13699640333652496, + 0.14926493167877197, + 0.09272581338882446 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0013381821336224675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001334848813712597 + ], + "opposite_logprob_tokens": [ + -6.6263346672058105 + ], + "logprob_reward": -0.001334848813712597, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001334848813712597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18491283059120178, + 0.14579711854457855, + 0.08787669241428375, + 0.057656243443489075, + 0.09835639595985413, + 0.06092381477355957, + 0.06982328742742538, + 0.04817918688058853, + 0.08273610472679138, + 0.16373835504055023 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.001334848813712597 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607259176671505 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607259176671505, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607259176671505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3003721237182617, + 0.11535869538784027, + 0.13769549131393433, + 0.04962920397520065, + 0.0511346310377121, + 0.03254929929971695, + 0.06766457110643387, + 0.044468142092227936, + 0.05966098606586456, + 0.14146682620048523 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.01607259176671505 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up, viewed from a slightly low angle, focuses on a young steam locomotive driver. He wears a dark blue, slightly frayed canvas driver's hat, a few wisps of sweat-stained black hair peeking from beneath the brim. His eyes are steely and focused, his lips pursed with unwavering determination, as he concentrates intently on the operation. With a steady push of a brass lever, the train suddenly bursts through the endless, cotton-thick gray clouds before him. Instantly, a flood of golden light, like a dam bursting through, explodes through the ripped clouds. In Makoto Shinkai's signature aesthetic, it forms countless distinct, sharp-edged volumetric beams (\"God Rays\"), accompanied by a gorgeous blue anamorphic lens flare that stretches across the frame. This dazzling light instantly bathes the entire cabin, imbued with a retro, mechanical feel, illuminating tiny dust particles dancing in the air, transforming them into shimmering golden stars. The light flows across the driver's resolute profile, outlining a dazzling circle of light, and reflecting a warm, saturated glow on the copper dashboard and pipes beside him. The entire scene abruptly transforms from a depressing, cold tones into a world of warm tones filled with hope and grandeur, presenting a wallpaper-quality image that is intensely emotional, richly detailed, and breathtaking.", + "seed": 30017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_3/index_459_seed_30017_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010908918874338269, + "vlm_logprob": -0.010908918874338269, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.010908918874338269, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022835154086351395 + ], + "opposite_logprob_tokens": [ + -4.0228352546691895 + ], + "logprob_reward": -0.022835154086351395, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.022835154086351395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25612160563468933, + 0.13351774215698242, + 0.06748960167169571, + 0.027536693960428238, + 0.20910179615020752, + 0.14997394382953644, + 0.07092168182134628, + 0.028707681223750114, + 0.023953454568982124, + 0.03267578408122063 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.022835154086351395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076457480899989605 + ], + "opposite_logprob_tokens": [ + -4.882645606994629 + ], + "logprob_reward": -0.0076457480899989605, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076457480899989605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25530311465263367, + 0.04724571481347084, + 0.04676428064703941, + 0.0641978308558464, + 0.38638511300086975, + 0.09509751200675964, + 0.03987802937626839, + 0.024552278220653534, + 0.016196301206946373, + 0.024379856884479523 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0076457480899989605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789789095520973 + ], + "opposite_logprob_tokens": [ + -4.634789943695068 + ], + "logprob_reward": -0.009789789095520973, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789789095520973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08552595973014832, + 0.026511680334806442, + 0.01943177916109562, + 0.0261163841933012, + 0.5187537670135498, + 0.23558087646961212, + 0.05907292291522026, + 0.013149705715477467, + 0.011293784715235233, + 0.004563150927424431 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.009789789095520973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031914988067001104 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031914988067001104, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031914988067001104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1089477688074112, + 0.061443112790584564, + 0.03807424381375313, + 0.019599484279751778, + 0.2547908127307892, + 0.25771835446357727, + 0.2313949167728424, + 0.011781429871916771, + 0.0069367606192827225, + 0.009313127025961876 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.0031914988067001104 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082404293119907 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082404293119907, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082404293119907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21524690091609955, + 0.10131601244211197, + 0.048398301005363464, + 0.03201344981789589, + 0.18366310000419617, + 0.2069358378648758, + 0.09499397873878479, + 0.05313296616077423, + 0.027007877826690674, + 0.037291474640369415 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.011082404293119907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up, viewed from a slightly low angle, focuses on a young steam locomotive driver. He wears a dark blue, slightly frayed canvas driver's hat, a few wisps of sweat-stained black hair peeking from beneath the brim. His eyes are steely and focused, his lips pursed with unwavering determination, as he concentrates intently on the operation. With a steady push of a brass lever, the train suddenly bursts through the endless, cotton-thick gray clouds before him. Instantly, a flood of golden light, like a dam bursting through, explodes through the ripped clouds. In Makoto Shinkai's signature aesthetic, it forms countless distinct, sharp-edged volumetric beams (\"God Rays\"), accompanied by a gorgeous blue anamorphic lens flare that stretches across the frame. This dazzling light instantly bathes the entire cabin, imbued with a retro, mechanical feel, illuminating tiny dust particles dancing in the air, transforming them into shimmering golden stars. The light flows across the driver's resolute profile, outlining a dazzling circle of light, and reflecting a warm, saturated glow on the copper dashboard and pipes beside him. The entire scene abruptly transforms from a depressing, cold tones into a world of warm tones filled with hope and grandeur, presenting a wallpaper-quality image that is intensely emotional, richly detailed, and breathtaking.", + "seed": 30018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_3/index_459_seed_30018_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009078239370137454, + "vlm_logprob": -0.009078239370137454, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.009078239370137454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013738594949245453 + ], + "opposite_logprob_tokens": [ + -4.388738632202148 + ], + "logprob_reward": -0.013738594949245453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013738594949245453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1363092064857483, + 0.06580277532339096, + 0.08493979275226593, + 0.035907082259655, + 0.0297580324113369, + 0.08245961368083954, + 0.09868616610765457, + 0.25400224328041077, + 0.10605781525373459, + 0.10607735812664032 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.013738594949245453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262451246380806 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.005262451246380806, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262451246380806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05229947715997696, + 0.038605157285928726, + 0.06320875138044357, + 0.029161931946873665, + 0.019138110801577568, + 0.04988259822130203, + 0.08074179291725159, + 0.5135884881019592, + 0.10573121160268784, + 0.04764252528548241 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.005262451246380806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097993951290846 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097993951290846, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097993951290846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035615161061286926, + 0.04908077046275139, + 0.06601479649543762, + 0.017063312232494354, + 0.020631812512874603, + 0.13837185502052307, + 0.17455095052719116, + 0.3221678137779236, + 0.08190183341503143, + 0.09460172057151794 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.004097993951290846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409455131739378 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.00409455131739378, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409455131739378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06439714878797531, + 0.052877821028232574, + 0.02450394257903099, + 0.014408406801521778, + 0.11749090999364853, + 0.03456331044435501, + 0.08947183936834335, + 0.4486875534057617, + 0.09580632299184799, + 0.05779271200299263 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.00409455131739378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up of a young steam locomotive driver viewed from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the driver wear a dark blue, slightly frayed canvas hat with wisps of black hair visible beneath the brim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene show the train bursting through gray clouds, followed by a flood of golden light creating sharp-edged volumetric beams and blue anamorphic lens flare?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting warm and saturated, illuminating dust particles as shimmering golden stars and reflecting a glow on a copper dashboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall aesthetic consistent with Makoto Shinkai's signature style, featuring retro mechanical details and high visual fidelity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819760538637638 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.01819760538637638, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819760538637638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04298585280776024, + 0.01955823041498661, + 0.020044341683387756, + 0.013554730452597141, + 0.013959917239844799, + 0.02717645652592182, + 0.06699444353580475, + 0.6855043768882751, + 0.04160130023956299, + 0.06862036138772964 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.01819760538637638 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_4/index_tensor([9882, 9882])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_4/index_tensor([9882, 9882])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..51b7e342727d1d68c1f266a9ad084c26f1898205 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_4/index_tensor([9882, 9882])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a medium close-up shot from an over-the-shoulder camera angle, the frame swaying slightly, almost imperceptibly, due to the photographer's breathing, a pale, porcelain-faced aristocratic gentleman takes center stage. He wears a deep burgundy velvet jacket, the fabric reflecting a fluid, deep luster under the soft media lighting. He wears a crisply collared white silk shirt underneath. His silver-gray hair is meticulously combed back, but a few strands fall across his weathered forehead, casting deep shadows on his high nose and thin cheeks. The background is blurred and out of focus, barely discernible except for the outlines of other reporters' raised microphones and the intermittent, cold, white flashes of camera flashes. He slowly raises his gaze from below, his deep eyes revealing an ancient, profound sadness, as if carrying the weight of a century. He then nods, incredibly slowly and weightily, to the unseen questioner. The action is broken down with incredible clarity: the jaw first tightens slightly, the Adam's apple rolls, and then the head slowly sinks in a restrained and tired posture, and then rises at the same speed. Every subtle muscle tremor and the flow of light on the velvet jacket appear extremely clear when captured at a high frame rate, creating a solemn and heartbreaking atmosphere that is amplified amid the public hustle and bustle.", + "seed": 10881, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_4/index_9882_seed_10881_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0337692741304636, + "vlm_logprob": -0.0337692741304636, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.0337692741304636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08480565994977951 + ], + "opposite_logprob_tokens": [ + -2.834805727005005 + ], + "logprob_reward": -0.08480565994977951, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.08480565994977951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1318974643945694, + 0.0638532042503357, + 0.09065676480531693, + 0.09492763131856918, + 0.08743325620889664, + 0.05543331801891327, + 0.03289677947759628, + 0.10215124487876892, + 0.24230390787124634, + 0.09844639897346497 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.08480565994977951 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821083389222622 + ], + "opposite_logprob_tokens": [ + -4.0182108879089355 + ], + "logprob_reward": -0.01821083389222622, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821083389222622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1450165957212448, + 0.06772319972515106, + 0.13714265823364258, + 0.08476712554693222, + 0.06881900131702423, + 0.06650176644325256, + 0.04950873553752899, + 0.20450927317142487, + 0.08144079148769379, + 0.09457085281610489 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01821083389222622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076814383268356 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.016076814383268356, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076814383268356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09829006344079971, + 0.18315008282661438, + 0.15537816286087036, + 0.17180289328098297, + 0.045437827706336975, + 0.048527855426073074, + 0.04854274168610573, + 0.03840428590774536, + 0.14654581248760223, + 0.06392029672861099 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.016076814383268356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066256910562515 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066256910562515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066256910562515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05805793032050133, + 0.08771772682666779, + 0.08398307859897614, + 0.09707292169332504, + 0.15777373313903809, + 0.17305980622768402, + 0.1273149698972702, + 0.04345672205090523, + 0.10136708617210388, + 0.07019601762294769 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.016066256910562515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336868055164814 + ], + "opposite_logprob_tokens": [ + -3.408686876296997 + ], + "logprob_reward": -0.0336868055164814, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336868055164814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13154010474681854, + 0.0529911108314991, + 0.04927050322294235, + 0.11317494511604309, + 0.06089484691619873, + 0.05907020345330238, + 0.10806592553853989, + 0.06470099836587906, + 0.26359665393829346, + 0.0966947004199028 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0336868055164814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a medium close-up shot from an over-the-shoulder camera angle, the frame swaying slightly, almost imperceptibly, due to the photographer's breathing, a pale, porcelain-faced aristocratic gentleman takes center stage. He wears a deep burgundy velvet jacket, the fabric reflecting a fluid, deep luster under the soft media lighting. He wears a crisply collared white silk shirt underneath. His silver-gray hair is meticulously combed back, but a few strands fall across his weathered forehead, casting deep shadows on his high nose and thin cheeks. The background is blurred and out of focus, barely discernible except for the outlines of other reporters' raised microphones and the intermittent, cold, white flashes of camera flashes. He slowly raises his gaze from below, his deep eyes revealing an ancient, profound sadness, as if carrying the weight of a century. He then nods, incredibly slowly and weightily, to the unseen questioner. The action is broken down with incredible clarity: the jaw first tightens slightly, the Adam's apple rolls, and then the head slowly sinks in a restrained and tired posture, and then rises at the same speed. Every subtle muscle tremor and the flow of light on the velvet jacket appear extremely clear when captured at a high frame rate, creating a solemn and heartbreaking atmosphere that is amplified amid the public hustle and bustle.", + "seed": 10882, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_4/index_9882_seed_10882_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04419795405119657, + "vlm_logprob": -0.04419795405119657, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.04419795405119657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14059366285800934 + ], + "opposite_logprob_tokens": [ + -2.1405937671661377 + ], + "logprob_reward": -0.14059366285800934, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.14059366285800934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19449123740196228, + 0.12353866547346115, + 0.13706932961940765, + 0.13614310324192047, + 0.13143955171108246, + 0.11100579053163528, + 0.04069789499044418, + 0.035029564052820206, + 0.041530121117830276, + 0.04905466362833977 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.14059366285800934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028343526646494865 + ], + "opposite_logprob_tokens": [ + -5.877834320068359 + ], + "logprob_reward": -0.0028343526646494865, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028343526646494865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16782931983470917, + 0.11518803238868713, + 0.12237860262393951, + 0.26443132758140564, + 0.125033438205719, + 0.05283180996775627, + 0.02732704021036625, + 0.025178050622344017, + 0.027128053829073906, + 0.07267431914806366 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0028343526646494865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590132102370262 + ], + "opposite_logprob_tokens": [ + -3.89559006690979 + ], + "logprob_reward": -0.020590132102370262, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590132102370262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08260399103164673, + 0.05495602637529373, + 0.06360229849815369, + 0.7020339369773865, + 0.03650946170091629, + 0.00977709423750639, + 0.008149185217916965, + 0.008339558728039265, + 0.01867944374680519, + 0.015348946675658226 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.020590132102370262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232852790504694 + ], + "opposite_logprob_tokens": [ + -3.773285388946533 + ], + "logprob_reward": -0.0232852790504694, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232852790504694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2052864134311676, + 0.11333151161670685, + 0.2432301938533783, + 0.05819544941186905, + 0.06997959315776825, + 0.053480442613363266, + 0.030836431309580803, + 0.03830267861485481, + 0.06998000293970108, + 0.11737730354070663 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0232852790504694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368634358048439 + ], + "opposite_logprob_tokens": [ + -3.408686399459839 + ], + "logprob_reward": -0.03368634358048439, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368634358048439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12373073399066925, + 0.0761563628911972, + 0.2249869704246521, + 0.3403869569301605, + 0.057593461126089096, + 0.04520129784941673, + 0.015729138627648354, + 0.027960272505879402, + 0.02967720851302147, + 0.05857757851481438 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.03368634358048439 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a medium close-up shot from an over-the-shoulder camera angle, the frame swaying slightly, almost imperceptibly, due to the photographer's breathing, a pale, porcelain-faced aristocratic gentleman takes center stage. He wears a deep burgundy velvet jacket, the fabric reflecting a fluid, deep luster under the soft media lighting. He wears a crisply collared white silk shirt underneath. His silver-gray hair is meticulously combed back, but a few strands fall across his weathered forehead, casting deep shadows on his high nose and thin cheeks. The background is blurred and out of focus, barely discernible except for the outlines of other reporters' raised microphones and the intermittent, cold, white flashes of camera flashes. He slowly raises his gaze from below, his deep eyes revealing an ancient, profound sadness, as if carrying the weight of a century. He then nods, incredibly slowly and weightily, to the unseen questioner. The action is broken down with incredible clarity: the jaw first tightens slightly, the Adam's apple rolls, and then the head slowly sinks in a restrained and tired posture, and then rises at the same speed. Every subtle muscle tremor and the flow of light on the velvet jacket appear extremely clear when captured at a high frame rate, creating a solemn and heartbreaking atmosphere that is amplified amid the public hustle and bustle.", + "seed": 10883, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_4/index_9882_seed_10883_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04054049728438258, + "vlm_logprob": -0.04054049728438258, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.04054049728438258, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09010674804449081 + ], + "opposite_logprob_tokens": [ + -2.715106725692749 + ], + "logprob_reward": -0.09010674804449081, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.09010674804449081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09776022285223007, + 0.04690574109554291, + 0.0771978497505188, + 0.18843266367912292, + 0.036934103816747665, + 0.14680373668670654, + 0.24402496218681335, + 0.1030307337641716, + 0.03195977583527565, + 0.026950178667902946 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.09010674804449081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007648942526429892 + ], + "opposite_logprob_tokens": [ + -4.882648944854736 + ], + "logprob_reward": -0.007648942526429892, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007648942526429892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14487400650978088, + 0.07840731739997864, + 0.049450524151325226, + 0.16425806283950806, + 0.2126886546611786, + 0.1235564798116684, + 0.030679352581501007, + 0.0675293579697609, + 0.06737036257982254, + 0.06118585914373398 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.007648942526429892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486721508204937 + ], + "opposite_logprob_tokens": [ + -3.0486721992492676 + ], + "logprob_reward": -0.0486721508204937, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486721508204937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09334394335746765, + 0.34020382165908813, + 0.020202087238430977, + 0.10640549659729004, + 0.03568160906434059, + 0.03494001179933548, + 0.05740654468536377, + 0.1825677752494812, + 0.034903474152088165, + 0.09434515982866287 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.0486721508204937 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188592046499252 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188592046499252, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188592046499252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09758483618497849, + 0.06798652559518814, + 0.049642711877822876, + 0.16835755109786987, + 0.05520165339112282, + 0.059249456971883774, + 0.11831177771091461, + 0.12055710703134537, + 0.17360422015190125, + 0.08950414508581161 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.018188592046499252 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808605298399925 + ], + "opposite_logprob_tokens": [ + -3.2880859375 + ], + "logprob_reward": -0.03808605298399925, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808605298399925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0799180418252945, + 0.07103980332612991, + 0.06254225969314575, + 0.06725984066724777, + 0.041293248534202576, + 0.128936767578125, + 0.0673857182264328, + 0.25145089626312256, + 0.17319780588150024, + 0.0569755919277668 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.03808605298399925 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a medium close-up shot from an over-the-shoulder camera angle, the frame swaying slightly, almost imperceptibly, due to the photographer's breathing, a pale, porcelain-faced aristocratic gentleman takes center stage. He wears a deep burgundy velvet jacket, the fabric reflecting a fluid, deep luster under the soft media lighting. He wears a crisply collared white silk shirt underneath. His silver-gray hair is meticulously combed back, but a few strands fall across his weathered forehead, casting deep shadows on his high nose and thin cheeks. The background is blurred and out of focus, barely discernible except for the outlines of other reporters' raised microphones and the intermittent, cold, white flashes of camera flashes. He slowly raises his gaze from below, his deep eyes revealing an ancient, profound sadness, as if carrying the weight of a century. He then nods, incredibly slowly and weightily, to the unseen questioner. The action is broken down with incredible clarity: the jaw first tightens slightly, the Adam's apple rolls, and then the head slowly sinks in a restrained and tired posture, and then rises at the same speed. Every subtle muscle tremor and the flow of light on the velvet jacket appear extremely clear when captured at a high frame rate, creating a solemn and heartbreaking atmosphere that is amplified amid the public hustle and bustle.", + "seed": 10884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_4/index_9882_seed_10884_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02771441387012601, + "vlm_logprob": -0.02771441387012601, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02771441387012601, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0554485060274601 + ], + "opposite_logprob_tokens": [ + -3.180448532104492 + ], + "logprob_reward": -0.0554485060274601, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0554485060274601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15356098115444183, + 0.15687981247901917, + 0.026700207963585854, + 0.01641569659113884, + 0.06375043839216232, + 0.04247860610485077, + 0.06169680878520012, + 0.16602887213230133, + 0.05613932013511658, + 0.25634923577308655 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.0554485060274601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960665177553892 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.005960665177553892, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960665177553892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2801281213760376, + 0.1139766275882721, + 0.17070059478282928, + 0.09975343942642212, + 0.043636273592710495, + 0.06151541322469711, + 0.08135364204645157, + 0.039643753319978714, + 0.049815744161605835, + 0.059476424008607864 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005960665177553892 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370386362075806 + ], + "opposite_logprob_tokens": [ + -3.4087038040161133 + ], + "logprob_reward": -0.03370386362075806, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370386362075806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12516869604587555, + 0.2857252061367035, + 0.11075211316347122, + 0.03314826637506485, + 0.15196126699447632, + 0.023948954418301582, + 0.07936785370111465, + 0.0797313004732132, + 0.04458928480744362, + 0.06560712307691574 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.03370386362075806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778338484466076 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778338484466076, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778338484466076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1778758019208908, + 0.23505523800849915, + 0.04155677556991577, + 0.03742799535393715, + 0.0547756664454937, + 0.120964415371418, + 0.1076483353972435, + 0.057049285620450974, + 0.07769466191530228, + 0.08995187282562256 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.009778338484466076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium close-up from an over-the-shoulder camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a pale gentleman with silver-gray hair combed back, wearing a deep burgundy velvet jacket and a white silk shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background show blurred outlines of raised microphones and intermittent white camera flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the subject slowly raise his gaze, nod weightily, and then sink and rise his head in a restrained manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement characterized by a slight, almost imperceptible sway due to breathing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368069604039192 + ], + "opposite_logprob_tokens": [ + -3.4086806774139404 + ], + "logprob_reward": -0.03368069604039192, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368069604039192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14539387822151184, + 0.17643000185489655, + 0.07582120597362518, + 0.04116902872920036, + 0.0454585924744606, + 0.15302935242652893, + 0.06321355700492859, + 0.08268112689256668, + 0.0851789116859436, + 0.13162434101104736 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.03368069604039192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_5/index_tensor([9946, 9946])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_5/index_tensor([9946, 9946])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2a90ef47e24292516326419726d8667bc2506cfe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_5/index_tensor([9946, 9946])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot in the style of a profile, handheld and imbued with a subtle sense of movement, draws the viewer's attention to a lively family dinner. At the center of the scene is a middle-aged man immersed in music. His hair is neatly combed, a few gentle smile lines etched around his eyes. He wears a dark blue cotton shirt, sleeves casually rolled up to his elbows. He leans forward slightly, cradling a natural-wood acoustic guitar. His left hand rests firmly on the neck, his fingertips deftly shifting chords across the frets, while his right hand rhythmically sweeps the strings. His eyes, intermittently closed, his face radiating genuine joy and nostalgia as he passionately sings a melodious folk song. He sits at a round wooden dining table covered with a beige tablecloth, laden with a hearty spread of steaming, home-cooked dishes. In the center, several bottles of Yanghe Blue Classic baijiu, their signature blue hues reflecting a soft glow under the warm yellow light of the restaurant's overhead lights. In the background, the figures of other family members are blurred. They are either raising their glasses or whispering with smiles on their faces. The whole scene is under warm light and shadow, with warm yellow and wood brown as the main colors, creating a happy atmosphere full of family warmth, festive celebrations and the beauty of pure music.", + "seed": 28217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_5/index_9946_seed_28217_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.043618759606033564, + "vlm_logprob": -0.043618759606033564, + "vlm_yes_no_margin": 3.5999999761581423, + "vlm_token_credit": -0.043618759606033564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1304074376821518 + ], + "opposite_logprob_tokens": [ + -2.1304073333740234 + ], + "logprob_reward": -0.1304074376821518, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1304074376821518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20616833865642548, + 0.06723736226558685, + 0.059868887066841125, + 0.04109146073460579, + 0.16721604764461517, + 0.0736679956316948, + 0.038363635540008545, + 0.26265397667884827, + 0.03606925904750824, + 0.04766302928328514 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.1304074376821518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373498097062111 + ], + "opposite_logprob_tokens": [ + -3.4087350368499756 + ], + "logprob_reward": -0.03373498097062111, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373498097062111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3158014416694641, + 0.06708233058452606, + 0.06156354025006294, + 0.07681810855865479, + 0.1056743785738945, + 0.08350219577550888, + 0.03987550735473633, + 0.1048923209309578, + 0.07496810704469681, + 0.06982208788394928 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.03373498097062111 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195966258645058 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.018195966258645058, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195966258645058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22917534410953522, + 0.16034825146198273, + 0.0583362951874733, + 0.04181744158267975, + 0.22346805036067963, + 0.08075036853551865, + 0.08682502061128616, + 0.06272944062948227, + 0.026145974174141884, + 0.030403874814510345 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.018195966258645058 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059514218010008335 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.0059514218010008335, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059514218010008335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24486170709133148, + 0.054018717259168625, + 0.037813443690538406, + 0.06475964188575745, + 0.21949824690818787, + 0.05412548407912254, + 0.06766200065612793, + 0.12875893712043762, + 0.06921178847551346, + 0.0592900775372982 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0059514218010008335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803991317749023 + ], + "opposite_logprob_tokens": [ + -3.529803991317749 + ], + "logprob_reward": -0.029803991317749023, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803991317749023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36087891459465027, + 0.15493136644363403, + 0.05761487036943436, + 0.06545830518007278, + 0.06403272598981857, + 0.08327961713075638, + 0.04923215135931969, + 0.07678573578596115, + 0.05297894403338432, + 0.03480739891529083 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.029803991317749023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot in the style of a profile, handheld and imbued with a subtle sense of movement, draws the viewer's attention to a lively family dinner. At the center of the scene is a middle-aged man immersed in music. His hair is neatly combed, a few gentle smile lines etched around his eyes. He wears a dark blue cotton shirt, sleeves casually rolled up to his elbows. He leans forward slightly, cradling a natural-wood acoustic guitar. His left hand rests firmly on the neck, his fingertips deftly shifting chords across the frets, while his right hand rhythmically sweeps the strings. His eyes, intermittently closed, his face radiating genuine joy and nostalgia as he passionately sings a melodious folk song. He sits at a round wooden dining table covered with a beige tablecloth, laden with a hearty spread of steaming, home-cooked dishes. In the center, several bottles of Yanghe Blue Classic baijiu, their signature blue hues reflecting a soft glow under the warm yellow light of the restaurant's overhead lights. In the background, the figures of other family members are blurred. They are either raising their glasses or whispering with smiles on their faces. The whole scene is under warm light and shadow, with warm yellow and wood brown as the main colors, creating a happy atmosphere full of family warmth, festive celebrations and the beauty of pure music.", + "seed": 28218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_5/index_9946_seed_28218_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07277316600084305, + "vlm_logprob": -0.07277316600084305, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.07277316600084305, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2555164694786072 + ], + "opposite_logprob_tokens": [ + -1.505516529083252 + ], + "logprob_reward": -0.2555164694786072, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2555164694786072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2278042733669281, + 0.12960658967494965, + 0.1472872793674469, + 0.12441207468509674, + 0.05020127072930336, + 0.045631881803274155, + 0.04856906458735466, + 0.0322173647582531, + 0.029735209420323372, + 0.1645350307226181 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.2555164694786072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038131725043058395 + ], + "opposite_logprob_tokens": [ + -3.2881317138671875 + ], + "logprob_reward": -0.038131725043058395, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038131725043058395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15581843256950378, + 0.11668965220451355, + 0.15437868237495422, + 0.08455359935760498, + 0.0622100792825222, + 0.032712455838918686, + 0.032299287617206573, + 0.030489962548017502, + 0.02597481943666935, + 0.304872989654541 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.038131725043058395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607341133058071 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607341133058071, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607341133058071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13054662942886353, + 0.07363004237413406, + 0.2039920538663864, + 0.15990084409713745, + 0.021634351462125778, + 0.029470182955265045, + 0.028273917734622955, + 0.03419042378664017, + 0.024060441181063652, + 0.2943010628223419 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.01607341133058071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079339310526848 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079339310526848, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079339310526848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04168351739645004, + 0.07490979135036469, + 0.02747284062206745, + 0.0871979147195816, + 0.027701450511813164, + 0.036275751888751984, + 0.03692810609936714, + 0.02091178484261036, + 0.12862135469913483, + 0.5182974934577942 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.011079339310526848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306488484144211 + ], + "opposite_logprob_tokens": [ + -3.168064832687378 + ], + "logprob_reward": -0.04306488484144211, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306488484144211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11078853160142899, + 0.11220277100801468, + 0.13829094171524048, + 0.13589084148406982, + 0.03694940730929375, + 0.03841819986701012, + 0.06530635803937912, + 0.04843808338046074, + 0.023596838116645813, + 0.2901180386543274 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.04306488484144211 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot in the style of a profile, handheld and imbued with a subtle sense of movement, draws the viewer's attention to a lively family dinner. At the center of the scene is a middle-aged man immersed in music. His hair is neatly combed, a few gentle smile lines etched around his eyes. He wears a dark blue cotton shirt, sleeves casually rolled up to his elbows. He leans forward slightly, cradling a natural-wood acoustic guitar. His left hand rests firmly on the neck, his fingertips deftly shifting chords across the frets, while his right hand rhythmically sweeps the strings. His eyes, intermittently closed, his face radiating genuine joy and nostalgia as he passionately sings a melodious folk song. He sits at a round wooden dining table covered with a beige tablecloth, laden with a hearty spread of steaming, home-cooked dishes. In the center, several bottles of Yanghe Blue Classic baijiu, their signature blue hues reflecting a soft glow under the warm yellow light of the restaurant's overhead lights. In the background, the figures of other family members are blurred. They are either raising their glasses or whispering with smiles on their faces. The whole scene is under warm light and shadow, with warm yellow and wood brown as the main colors, creating a happy atmosphere full of family warmth, festive celebrations and the beauty of pure music.", + "seed": 28219, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_5/index_9946_seed_28219_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024714675825089218, + "vlm_logprob": -0.024714675825089218, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.024714675825089218, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05031483620405197 + ], + "opposite_logprob_tokens": [ + -3.0503149032592773 + ], + "logprob_reward": -0.05031483620405197, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05031483620405197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09626562148332596, + 0.023562606424093246, + 0.039482224732637405, + 0.26017647981643677, + 0.24332307279109955, + 0.06483455002307892, + 0.12481939792633057, + 0.056341502815485, + 0.06660311669111252, + 0.024591445922851562 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.05031483620405197 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330484427511692 + ], + "opposite_logprob_tokens": [ + -3.7733049392700195 + ], + "logprob_reward": -0.02330484427511692, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330484427511692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09148258715867996, + 0.05130952224135399, + 0.050458792597055435, + 0.0702807679772377, + 0.2505377531051636, + 0.08258363604545593, + 0.1107911467552185, + 0.1868770718574524, + 0.046580180525779724, + 0.05909854918718338 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.02330484427511692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626228500157595 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007626228500157595, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626228500157595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15697124600410461, + 0.11770722270011902, + 0.0906037762761116, + 0.07556363940238953, + 0.1510901302099228, + 0.028381822630763054, + 0.05820000544190407, + 0.10863134264945984, + 0.03430226072669029, + 0.17854852974414825 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.007626228500157595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636976592242718 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636976592242718, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636976592242718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10562222450971603, + 0.052305012941360474, + 0.04235903173685074, + 0.5465101003646851, + 0.08946444094181061, + 0.02922961302101612, + 0.03618184104561806, + 0.04998471960425377, + 0.021253621205687523, + 0.027089407667517662 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.008636976592242718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369049355387688 + ], + "opposite_logprob_tokens": [ + -3.4086904525756836 + ], + "logprob_reward": -0.03369049355387688, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369049355387688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08662094920873642, + 0.02712053246796131, + 0.030685696750879288, + 0.13106700778007507, + 0.08257939666509628, + 0.04784780740737915, + 0.35689985752105713, + 0.08683522790670395, + 0.06128646805882454, + 0.0890570655465126 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.03369049355387688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot in the style of a profile, handheld and imbued with a subtle sense of movement, draws the viewer's attention to a lively family dinner. At the center of the scene is a middle-aged man immersed in music. His hair is neatly combed, a few gentle smile lines etched around his eyes. He wears a dark blue cotton shirt, sleeves casually rolled up to his elbows. He leans forward slightly, cradling a natural-wood acoustic guitar. His left hand rests firmly on the neck, his fingertips deftly shifting chords across the frets, while his right hand rhythmically sweeps the strings. His eyes, intermittently closed, his face radiating genuine joy and nostalgia as he passionately sings a melodious folk song. He sits at a round wooden dining table covered with a beige tablecloth, laden with a hearty spread of steaming, home-cooked dishes. In the center, several bottles of Yanghe Blue Classic baijiu, their signature blue hues reflecting a soft glow under the warm yellow light of the restaurant's overhead lights. In the background, the figures of other family members are blurred. They are either raising their glasses or whispering with smiles on their faces. The whole scene is under warm light and shadow, with warm yellow and wood brown as the main colors, creating a happy atmosphere full of family warmth, festive celebrations and the beauty of pure music.", + "seed": 28220, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_5/index_9946_seed_28220_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01782305371016264, + "vlm_logprob": -0.01782305371016264, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.01782305371016264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03471670299768448 + ], + "opposite_logprob_tokens": [ + -3.4097166061401367 + ], + "logprob_reward": -0.03471670299768448, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03471670299768448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3846514821052551, + 0.11195777356624603, + 0.03990047052502632, + 0.15249726176261902, + 0.029249023646116257, + 0.028246279805898666, + 0.025589007884263992, + 0.06760536134243011, + 0.09685692936182022, + 0.06344643235206604 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03471670299768448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311017081141472 + ], + "opposite_logprob_tokens": [ + -3.773310899734497 + ], + "logprob_reward": -0.023311017081141472, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311017081141472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3135254383087158, + 0.1298222839832306, + 0.046605877578258514, + 0.08489547669887543, + 0.047030698508024216, + 0.06804133951663971, + 0.04570337384939194, + 0.05141455680131912, + 0.15650849044322968, + 0.056452520191669464 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.023311017081141472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254387855529785 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254387855529785, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254387855529785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2649499177932739, + 0.09209533035755157, + 0.08990757912397385, + 0.12917575240135193, + 0.12886890769004822, + 0.03293749690055847, + 0.04993073642253876, + 0.04799022153019905, + 0.10416492074728012, + 0.05997907370328903 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.005254387855529785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252371542155743 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252371542155743, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252371542155743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16953235864639282, + 0.4735715985298157, + 0.15875239670276642, + 0.027484027668833733, + 0.014452033676207066, + 0.022295493632555008, + 0.017357127740979195, + 0.05415453389286995, + 0.01802993193268776, + 0.04437051713466644 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005252371542155743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a middle-aged man playing an acoustic guitar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark blue cotton shirt with sleeves rolled up to his elbows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set at a round wooden dining table covered with a beige tablecloth and laden with steaming dishes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several bottles of Yanghe Blue Classic baijiu visible on the table with their signature blue hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera handheld with a subtle sense of movement, and are background family members blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058078907430172 + ], + "opposite_logprob_tokens": [ + -3.895580768585205 + ], + "logprob_reward": -0.02058078907430172, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058078907430172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20979702472686768, + 0.22601646184921265, + 0.057792503386735916, + 0.16783030331134796, + 0.0549420528113842, + 0.06305612623691559, + 0.08221601694822311, + 0.04723702743649483, + 0.03755766898393631, + 0.053554777055978775 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02058078907430172 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_6/index_tensor([4799, 4799])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_6/index_tensor([4799, 4799])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ee83891d0a8641d568e7a64d66760c239b591f97 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_6/index_tensor([4799, 4799])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, ground-level wide-angle shot captures the vast expanse of an airport runway under the hot, hazy afternoon sun. The dark gray asphalt gleams, white markings stretching into the distance. A modern terminal building and a control tower loom vaguely on the horizon. A massive, wide-body passenger plane, its fuselage painted white, descends swiftly onto the runway, its landing gear fully extended. A puff of white smoke erupts from the rubber as the tires connect with the tarmac with tremendous force. Simultaneously, a smaller, dark gray cargo plane slowly and perpendicularly crosses the active runway, moving directly in the path of the landing jet. A palpable, silent tension fills the scene before the catastrophic impact. The passenger plane's left wing, a massive blade of polished metal, violently and decisively slices through the cargo plane's fuselage. The collision is instantaneous and devastating: a bright, blinding white flash followed by a rapidly expanding fireball of blazing orange and roaring yellow flames that engulfs the smaller aircraft. Twisted pieces of metal and broken parts shot in all directions, and billowing clouds of black smoke began to pour into the sky, contrasting sharply with the bright, clear day and creating an atmosphere of sudden, shocking terror and utter devastation.", + "seed": 7921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_6/index_4799_seed_7921_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.33111484777182343, + "vlm_logprob": -0.33111484777182343, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.33111484777182343, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.604093313217163 + ], + "opposite_logprob_tokens": [ + -0.22909334301948547 + ], + "logprob_reward": -1.604093313217163, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.604093313217163, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15825442969799042, + 0.07026837766170502, + 0.08075571060180664, + 0.11283502727746964, + 0.049595728516578674, + 0.08945450186729431, + 0.08357936143875122, + 0.038477133959531784, + 0.2935436964035034, + 0.023236002773046494 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -1.604093313217163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02337530255317688 + ], + "opposite_logprob_tokens": [ + -3.7733752727508545 + ], + "logprob_reward": -0.02337530255317688, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02337530255317688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13043451309204102, + 0.10938729345798492, + 0.07396271079778671, + 0.11503196507692337, + 0.05974910408258438, + 0.06829845160245895, + 0.11825758963823318, + 0.0425717867910862, + 0.240746408700943, + 0.041560180485248566 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.02337530255317688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142061123624444 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142061123624444, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142061123624444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12201942503452301, + 0.0840611383318901, + 0.16162395477294922, + 0.11357834935188293, + 0.07919247448444366, + 0.10113608092069626, + 0.1084313839673996, + 0.043651334941387177, + 0.14042703807353973, + 0.045878782868385315 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.0142061123624444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647613227367401 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647613227367401, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647613227367401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13532651960849762, + 0.061521247029304504, + 0.1534988284111023, + 0.09991572052240372, + 0.057306841015815735, + 0.0977170541882515, + 0.07379838079214096, + 0.04828466475009918, + 0.14747953414916992, + 0.12515118718147278 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.008647613227367401 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251897498965263 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251897498965263, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251897498965263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07418028265237808, + 0.043363217264413834, + 0.09353728592395782, + 0.05563381314277649, + 0.03347720205783844, + 0.05029434338212013, + 0.06459984183311462, + 0.02810967154800892, + 0.327513724565506, + 0.22929063439369202 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.005251897498965263 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, ground-level wide-angle shot captures the vast expanse of an airport runway under the hot, hazy afternoon sun. The dark gray asphalt gleams, white markings stretching into the distance. A modern terminal building and a control tower loom vaguely on the horizon. A massive, wide-body passenger plane, its fuselage painted white, descends swiftly onto the runway, its landing gear fully extended. A puff of white smoke erupts from the rubber as the tires connect with the tarmac with tremendous force. Simultaneously, a smaller, dark gray cargo plane slowly and perpendicularly crosses the active runway, moving directly in the path of the landing jet. A palpable, silent tension fills the scene before the catastrophic impact. The passenger plane's left wing, a massive blade of polished metal, violently and decisively slices through the cargo plane's fuselage. The collision is instantaneous and devastating: a bright, blinding white flash followed by a rapidly expanding fireball of blazing orange and roaring yellow flames that engulfs the smaller aircraft. Twisted pieces of metal and broken parts shot in all directions, and billowing clouds of black smoke began to pour into the sky, contrasting sharply with the bright, clear day and creating an atmosphere of sudden, shocking terror and utter devastation.", + "seed": 7922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_6/index_4799_seed_7922_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.023155756946653127, + "vlm_logprob": -0.023155756946653127, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.023155756946653127, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07402533292770386 + ], + "opposite_logprob_tokens": [ + -2.6990253925323486 + ], + "logprob_reward": -0.07402533292770386, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07402533292770386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.792654812335968, + 0.0631655678153038, + 0.007554772309958935, + 0.013363019563257694, + 0.025571979582309723, + 0.030617376789450645, + 0.03038094937801361, + 0.02186066471040249, + 0.0076016392558813095, + 0.007229280192404985 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.07402533292770386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067544239573180676 + ], + "opposite_logprob_tokens": [ + -5.006754398345947 + ], + "logprob_reward": -0.0067544239573180676, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067544239573180676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4656100869178772, + 0.13777151703834534, + 0.020582444965839386, + 0.05475151538848877, + 0.05960366129875183, + 0.03712056949734688, + 0.06866741180419922, + 0.08192723244428635, + 0.042933233082294464, + 0.031032267957925797 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0067544239573180676 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581606775522232 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581606775522232, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581606775522232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7400991916656494, + 0.019792119041085243, + 0.028467142954468727, + 0.015389581210911274, + 0.02302628755569458, + 0.02398597076535225, + 0.03838388994336128, + 0.05437147989869118, + 0.015026180073618889, + 0.04145815968513489 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.020581606775522232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781762026250362 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781762026250362, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781762026250362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7051241993904114, + 0.03009415976703167, + 0.027508500963449478, + 0.030421297997236252, + 0.028485609218478203, + 0.026970678940415382, + 0.015162484720349312, + 0.02699967846274376, + 0.07327782362699509, + 0.03595555201172829 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.009781762026250362 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635659046471119 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635659046471119, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635659046471119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6322439908981323, + 0.03497983515262604, + 0.026091407984495163, + 0.03376166895031929, + 0.04922463744878769, + 0.04453149437904358, + 0.05741263926029205, + 0.015213086269795895, + 0.08806132525205612, + 0.01848001591861248 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.004635659046471119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, ground-level wide-angle shot captures the vast expanse of an airport runway under the hot, hazy afternoon sun. The dark gray asphalt gleams, white markings stretching into the distance. A modern terminal building and a control tower loom vaguely on the horizon. A massive, wide-body passenger plane, its fuselage painted white, descends swiftly onto the runway, its landing gear fully extended. A puff of white smoke erupts from the rubber as the tires connect with the tarmac with tremendous force. Simultaneously, a smaller, dark gray cargo plane slowly and perpendicularly crosses the active runway, moving directly in the path of the landing jet. A palpable, silent tension fills the scene before the catastrophic impact. The passenger plane's left wing, a massive blade of polished metal, violently and decisively slices through the cargo plane's fuselage. The collision is instantaneous and devastating: a bright, blinding white flash followed by a rapidly expanding fireball of blazing orange and roaring yellow flames that engulfs the smaller aircraft. Twisted pieces of metal and broken parts shot in all directions, and billowing clouds of black smoke began to pour into the sky, contrasting sharply with the bright, clear day and creating an atmosphere of sudden, shocking terror and utter devastation.", + "seed": 7923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_6/index_4799_seed_7923_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07276700609363615, + "vlm_logprob": -0.07276700609363615, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.07276700609363615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3254811465740204 + ], + "opposite_logprob_tokens": [ + -1.3254811763763428 + ], + "logprob_reward": -0.3254811465740204, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3254811465740204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13075196743011475, + 0.054486241191625595, + 0.09054538607597351, + 0.10815851390361786, + 0.1479012668132782, + 0.07686641067266464, + 0.22574441134929657, + 0.06861008703708649, + 0.057564783841371536, + 0.03937098756432533 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.3254811465740204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025116822216659784 + ], + "opposite_logprob_tokens": [ + -6.002511501312256 + ], + "logprob_reward": -0.0025116822216659784, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025116822216659784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09201734513044357, + 0.11548328399658203, + 0.21662916243076324, + 0.12434875220060349, + 0.08510781824588776, + 0.04259653016924858, + 0.10422884672880173, + 0.1315709352493286, + 0.04011011868715286, + 0.04790710285305977 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.0025116822216659784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058347500860691 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058347500860691, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058347500860691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2132629156112671, + 0.0960518941283226, + 0.1987645924091339, + 0.056508272886276245, + 0.06744080781936646, + 0.03460181504487991, + 0.05758624151349068, + 0.16720126569271088, + 0.054467253386974335, + 0.054114922881126404 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.02058347500860691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632025051862001 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632025051862001, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632025051862001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13075627386569977, + 0.07048780471086502, + 0.12179817259311676, + 0.07678428292274475, + 0.09485290199518204, + 0.041449807584285736, + 0.0961892232298851, + 0.08739221841096878, + 0.09557244926691055, + 0.1847168356180191 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.007632025051862001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05239929258823395, + 0.03476011008024216, + 0.08061680942773819, + 0.03780234232544899, + 0.19588051736354828, + 0.2238256186246872, + 0.06350637972354889, + 0.1058109775185585, + 0.08332300931215286, + 0.12207495421171188 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.007626701612025499 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, ground-level wide-angle shot captures the vast expanse of an airport runway under the hot, hazy afternoon sun. The dark gray asphalt gleams, white markings stretching into the distance. A modern terminal building and a control tower loom vaguely on the horizon. A massive, wide-body passenger plane, its fuselage painted white, descends swiftly onto the runway, its landing gear fully extended. A puff of white smoke erupts from the rubber as the tires connect with the tarmac with tremendous force. Simultaneously, a smaller, dark gray cargo plane slowly and perpendicularly crosses the active runway, moving directly in the path of the landing jet. A palpable, silent tension fills the scene before the catastrophic impact. The passenger plane's left wing, a massive blade of polished metal, violently and decisively slices through the cargo plane's fuselage. The collision is instantaneous and devastating: a bright, blinding white flash followed by a rapidly expanding fireball of blazing orange and roaring yellow flames that engulfs the smaller aircraft. Twisted pieces of metal and broken parts shot in all directions, and billowing clouds of black smoke began to pour into the sky, contrasting sharply with the bright, clear day and creating an atmosphere of sudden, shocking terror and utter devastation.", + "seed": 7924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_6/index_4799_seed_7924_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3550912069156766, + "vlm_logprob": -0.3550912069156766, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.3550912069156766, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7056498527526855 + ], + "opposite_logprob_tokens": [ + -0.20564980804920197 + ], + "logprob_reward": -1.7056498527526855, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7056498527526855, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16399046778678894, + 0.07136586308479309, + 0.04527876526117325, + 0.12798674404621124, + 0.1633738875389099, + 0.21588580310344696, + 0.054966408759355545, + 0.08148515224456787, + 0.04391448572278023, + 0.03175242617726326 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -1.7056498527526855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009850463829934597 + ], + "opposite_logprob_tokens": [ + -4.63485050201416 + ], + "logprob_reward": -0.009850463829934597, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009850463829934597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19481107592582703, + 0.08843168616294861, + 0.0340861976146698, + 0.1266718953847885, + 0.15150178968906403, + 0.2079882025718689, + 0.04960789158940315, + 0.050962258130311966, + 0.050938647240400314, + 0.0450003519654274 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.009850463829934597 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059129998087883 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059129998087883, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059129998087883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1669117510318756, + 0.08264457434415817, + 0.08318880200386047, + 0.13636603951454163, + 0.14335806667804718, + 0.18845795094966888, + 0.056748662143945694, + 0.047388628125190735, + 0.05479177087545395, + 0.04014381766319275 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.02059129998087883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607622765004635 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.01607622765004635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607622765004635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11826109886169434, + 0.06964647024869919, + 0.05395331233739853, + 0.09411508589982986, + 0.11585267633199692, + 0.14511488378047943, + 0.032351814210414886, + 0.2580341398715973, + 0.037000011652708054, + 0.07567060738801956 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.01607622765004635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at an airport runway with a modern terminal building and control tower visible in the distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive white wide-body passenger plane shown descending with landing gear fully extended?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a smaller dark gray cargo plane shown crossing the runway perpendicularly to the passenger plane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the passenger plane's left wing slice through the cargo plane's fuselage causing a bright white flash and an expanding fireball of orange and yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are twisted metal pieces and black smoke shown flying into the sky after the collision?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288190364837646 + ], + "opposite_logprob_tokens": [ + -3.7732882499694824 + ], + "logprob_reward": -0.023288190364837646, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288190364837646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1134137213230133, + 0.06969450414180756, + 0.06393097341060638, + 0.11004326492547989, + 0.09469518810510635, + 0.12377309054136276, + 0.037179604172706604, + 0.11199505627155304, + 0.185915008187294, + 0.0893595889210701 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.023288190364837646 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_7/index_tensor([8694, 8694])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_7/index_tensor([8694, 8694])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c8809ac2a64e91e618eaa24d88ae003188f0f04b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_7/index_tensor([8694, 8694])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up captures the profile of a woman in period costume, illuminated by a soft candlelight from the window, framing her pale, jade-like skin. Her cascading, raven hair is meticulously tied into an intricate bun, a delicately carved silver hairpin tucked diagonally into her hair, its jade pendant dangling slightly. A single, crystal-clear tear escapes from the corner of her reddened eye, rolling slowly and heavily down her delicate cheek, leaving a wet, glistening trail. Her jaw is set, her lips pressed tightly together, revealing a complex expression of heartbreak and resolute despair. Suddenly, she spun abruptly, sending her lavender silk robe, embroidered with white plum blossoms, swirling in a whirl. The camera follows her movement with a swift pan, and her palm slams down on a heavy, carved wooden door with unmistakable force. With a dull and violent bang, the dark wooden door engraved with intricate landscape patterns was slammed shut. The door frame trembled slightly under the impact, and the dust that was raised danced for the last time in the light that was instantly cut off. The entire scene finally fell into darkness and silence, symbolizing the end.", + "seed": 5928, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_7/index_8694_seed_5928_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017267672158777714, + "vlm_logprob": -0.017267672158777714, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.017267672158777714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02669132873415947 + ], + "opposite_logprob_tokens": [ + -3.651691436767578 + ], + "logprob_reward": -0.02669132873415947, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02669132873415947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18609824776649475, + 0.24726946651935577, + 0.11255588382482529, + 0.06292279064655304, + 0.13503913581371307, + 0.03524384647607803, + 0.03541461378335953, + 0.10977474600076675, + 0.03186967223882675, + 0.04381158947944641 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02669132873415947 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801475331187248 + ], + "opposite_logprob_tokens": [ + -4.634801387786865 + ], + "logprob_reward": -0.009801475331187248, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801475331187248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06823170930147171, + 0.34202101826667786, + 0.06636638939380646, + 0.020745141431689262, + 0.1647852212190628, + 0.0358491875231266, + 0.014912957325577736, + 0.18111923336982727, + 0.0708722174167633, + 0.03509693965315819 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.009801475331187248 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079457588493824 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079457588493824, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079457588493824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08364848792552948, + 0.15771742165088654, + 0.02156311273574829, + 0.06753010302782059, + 0.41717758774757385, + 0.0360693596303463, + 0.024531088769435883, + 0.0895862728357315, + 0.04840553179383278, + 0.053771115839481354 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.011079457588493824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205827746540308 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205827746540308, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205827746540308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07095792144536972, + 0.04081302881240845, + 0.03507962077856064, + 0.0360310822725296, + 0.19569818675518036, + 0.04778550937771797, + 0.027401603758335114, + 0.24576058983802795, + 0.09313738346099854, + 0.20733509957790375 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.0205827746540308 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183324486017227 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183324486017227, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183324486017227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04291018843650818, + 0.04044182971119881, + 0.03262494504451752, + 0.041230108588933945, + 0.24102915823459625, + 0.06612695008516312, + 0.07131268084049225, + 0.2850831151008606, + 0.14918245375156403, + 0.03005850501358509 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.018183324486017227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up captures the profile of a woman in period costume, illuminated by a soft candlelight from the window, framing her pale, jade-like skin. Her cascading, raven hair is meticulously tied into an intricate bun, a delicately carved silver hairpin tucked diagonally into her hair, its jade pendant dangling slightly. A single, crystal-clear tear escapes from the corner of her reddened eye, rolling slowly and heavily down her delicate cheek, leaving a wet, glistening trail. Her jaw is set, her lips pressed tightly together, revealing a complex expression of heartbreak and resolute despair. Suddenly, she spun abruptly, sending her lavender silk robe, embroidered with white plum blossoms, swirling in a whirl. The camera follows her movement with a swift pan, and her palm slams down on a heavy, carved wooden door with unmistakable force. With a dull and violent bang, the dark wooden door engraved with intricate landscape patterns was slammed shut. The door frame trembled slightly under the impact, and the dust that was raised danced for the last time in the light that was instantly cut off. The entire scene finally fell into darkness and silence, symbolizing the end.", + "seed": 5929, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_7/index_8694_seed_5929_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025342064909636974, + "vlm_logprob": -0.025342064909636974, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.025342064909636974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02674379199743271 + ], + "opposite_logprob_tokens": [ + -3.6517438888549805 + ], + "logprob_reward": -0.02674379199743271, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02674379199743271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041781049221754074, + 0.010057714767754078, + 0.02728772722184658, + 0.06929614394903183, + 0.06574178487062454, + 0.44198867678642273, + 0.04704219475388527, + 0.02569638378918171, + 0.21605463325977325, + 0.0550537109375 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.02674379199743271 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822136901319027 + ], + "opposite_logprob_tokens": [ + -4.018221378326416 + ], + "logprob_reward": -0.01822136901319027, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822136901319027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026541318744421005, + 0.022355467081069946, + 0.034269459545612335, + 0.071048304438591, + 0.04682380333542824, + 0.4906162619590759, + 0.07038130611181259, + 0.033228158950805664, + 0.17347604036331177, + 0.031259939074516296 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.01822136901319027 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866249859333038 + ], + "opposite_logprob_tokens": [ + -3.0486624240875244 + ], + "logprob_reward": -0.04866249859333038, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866249859333038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01937282457947731, + 0.009142352268099785, + 0.014822069555521011, + 0.020184408873319626, + 0.04311384633183479, + 0.34709885716438293, + 0.04122154414653778, + 0.02819208987057209, + 0.44691628217697144, + 0.029935702681541443 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.04866249859333038 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299604654312134 + ], + "opposite_logprob_tokens": [ + -3.7732996940612793 + ], + "logprob_reward": -0.023299604654312134, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299604654312134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02195454202592373, + 0.03082966059446335, + 0.03462709113955498, + 0.09259241074323654, + 0.07883235067129135, + 0.5308964848518372, + 0.08358784765005112, + 0.050454143434762955, + 0.05784216150641441, + 0.01838333159685135 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.023299604654312134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783060289919376 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783060289919376, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783060289919376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042126551270484924, + 0.03623972460627556, + 0.035661157220602036, + 0.06125548109412193, + 0.18076154589653015, + 0.3140009939670563, + 0.1408340483903885, + 0.052644748240709305, + 0.0873555988073349, + 0.04912009835243225 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.009783060289919376 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up captures the profile of a woman in period costume, illuminated by a soft candlelight from the window, framing her pale, jade-like skin. Her cascading, raven hair is meticulously tied into an intricate bun, a delicately carved silver hairpin tucked diagonally into her hair, its jade pendant dangling slightly. A single, crystal-clear tear escapes from the corner of her reddened eye, rolling slowly and heavily down her delicate cheek, leaving a wet, glistening trail. Her jaw is set, her lips pressed tightly together, revealing a complex expression of heartbreak and resolute despair. Suddenly, she spun abruptly, sending her lavender silk robe, embroidered with white plum blossoms, swirling in a whirl. The camera follows her movement with a swift pan, and her palm slams down on a heavy, carved wooden door with unmistakable force. With a dull and violent bang, the dark wooden door engraved with intricate landscape patterns was slammed shut. The door frame trembled slightly under the impact, and the dust that was raised danced for the last time in the light that was instantly cut off. The entire scene finally fell into darkness and silence, symbolizing the end.", + "seed": 5930, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_7/index_8694_seed_5930_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014162438362836838, + "vlm_logprob": -0.014162438362836838, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.014162438362836838, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010005557909607887 + ], + "opposite_logprob_tokens": [ + -4.635005474090576 + ], + "logprob_reward": -0.010005557909607887, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010005557909607887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4803220331668854, + 0.04266246035695076, + 0.05588553473353386, + 0.03077281266450882, + 0.022397730499505997, + 0.028698595240712166, + 0.045929841697216034, + 0.06038324534893036, + 0.10215064883232117, + 0.13079716265201569 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.010005557909607887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009806670248508453 + ], + "opposite_logprob_tokens": [ + -4.6348066329956055 + ], + "logprob_reward": -0.009806670248508453, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009806670248508453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24686288833618164, + 0.0821867510676384, + 0.02746637351810932, + 0.041574813425540924, + 0.04213631898164749, + 0.05553314834833145, + 0.22111660242080688, + 0.1345960646867752, + 0.0773552805185318, + 0.07117173075675964 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.009806670248508453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254394743591547 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.01254394743591547, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254394743591547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11976353079080582, + 0.05538954213261604, + 0.019270945340394974, + 0.012502784840762615, + 0.009245953522622585, + 0.03708339110016823, + 0.06644262373447418, + 0.14373381435871124, + 0.2189081460237503, + 0.31765931844711304 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.01254394743591547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298132486641407 + ], + "opposite_logprob_tokens": [ + -3.529813289642334 + ], + "logprob_reward": -0.0298132486641407, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298132486641407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07041654735803604, + 0.019847005605697632, + 0.020121799781918526, + 0.031589992344379425, + 0.015960881486535072, + 0.08034110069274902, + 0.08633414655923843, + 0.10663151741027832, + 0.3012407422065735, + 0.26751628518104553 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0298132486641407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642767556011677 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642767556011677, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642767556011677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.314276784658432, + 0.0464085154235363, + 0.032456886023283005, + 0.05227120593190193, + 0.03578028082847595, + 0.06456604599952698, + 0.11933989822864532, + 0.05118428170681, + 0.06119028851389885, + 0.22252584993839264 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.008642767556011677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up captures the profile of a woman in period costume, illuminated by a soft candlelight from the window, framing her pale, jade-like skin. Her cascading, raven hair is meticulously tied into an intricate bun, a delicately carved silver hairpin tucked diagonally into her hair, its jade pendant dangling slightly. A single, crystal-clear tear escapes from the corner of her reddened eye, rolling slowly and heavily down her delicate cheek, leaving a wet, glistening trail. Her jaw is set, her lips pressed tightly together, revealing a complex expression of heartbreak and resolute despair. Suddenly, she spun abruptly, sending her lavender silk robe, embroidered with white plum blossoms, swirling in a whirl. The camera follows her movement with a swift pan, and her palm slams down on a heavy, carved wooden door with unmistakable force. With a dull and violent bang, the dark wooden door engraved with intricate landscape patterns was slammed shut. The door frame trembled slightly under the impact, and the dust that was raised danced for the last time in the light that was instantly cut off. The entire scene finally fell into darkness and silence, symbolizing the end.", + "seed": 5931, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_7/index_8694_seed_5931_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01198063911870122, + "vlm_logprob": -0.01198063911870122, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.01198063911870122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014441022649407387 + ], + "opposite_logprob_tokens": [ + -4.264441013336182 + ], + "logprob_reward": -0.014441022649407387, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014441022649407387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1164504736661911, + 0.07615341246128082, + 0.17553508281707764, + 0.2608209550380707, + 0.05427608639001846, + 0.04172502085566521, + 0.056303802877664566, + 0.02524721249938011, + 0.13055169582366943, + 0.06293623149394989 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.014441022649407387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098320595920086 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098320595920086, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098320595920086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11609867960214615, + 0.06415572762489319, + 0.12574204802513123, + 0.21739113330841064, + 0.058772820979356766, + 0.04858503118157387, + 0.08082423359155655, + 0.03917358070611954, + 0.15024442970752716, + 0.0990123525261879 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.011098320595920086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049712613224983215, + 0.04649608954787254, + 0.030991658568382263, + 0.056268226355314255, + 0.02959815040230751, + 0.19042997062206268, + 0.17157280445098877, + 0.05688498914241791, + 0.2618860602378845, + 0.10615938156843185 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.0076298960484564304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254300493746996 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.01254300493746996, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254300493746996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03801761567592621, + 0.0344834141433239, + 0.0855480507016182, + 0.03287240117788315, + 0.03785600885748863, + 0.056509073823690414, + 0.10562053322792053, + 0.1767275333404541, + 0.12789876759052277, + 0.30446657538414 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.01254300493746996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing a period costume with pale, jade-like skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman's hair raven-colored, tied in an intricate bun with a silver hairpin featuring a dangling jade pendant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman wear a lavender silk robe embroidered with white plum blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slam a heavy, dark wooden door engraved with landscape patterns shut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's movement with a swift pan as she spins and slams the door?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190951362252235 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014190951362252235, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190951362252235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08612195402383804, + 0.12061912566423416, + 0.13547685742378235, + 0.08449547737836838, + 0.11809585988521576, + 0.06264516711235046, + 0.18014143407344818, + 0.06209096685051918, + 0.094289630651474, + 0.0560234934091568 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.014190951362252235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_8/index_tensor([1953, 1953])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_8/index_tensor([1953, 1953])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ebc97b920e0902c0251241f075678aef9d405a2f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_8/index_tensor([1953, 1953])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, tightly static shot immerses viewers in the violent destruction of a floating cyberpunk pavilion. From above, ravenous, searing orange flames violently consume the structure, their intense heat causing the polished chrome struts of the pavilion's frame to bend and melt like wax, emitting a cherry-red glow before snapping. Complex, glowing green circuitry, once the building's lifeblood, flickered and shorted out in a brilliant electric blue flash before being engulfed by flames. Sparks and fiery debris cascaded down, piercing the thick, oppressive smoke that filled the night air. Below, in the dark, oily water, once-elegant holographic koi, projected from the failed pavilion, malfunctioned violently; their luminous bodies flickered, distorted into pixelated static, and vanished in an instant, their digital death mirroring the physical destruction occurring above, creating a chaotic yet captivating atmosphere of high-tech decay.", + "seed": 18380, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_8/index_1953_seed_18380_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1791183827444911, + "vlm_logprob": -0.1791183827444911, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.1791183827444911, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.351075679063797 + ], + "opposite_logprob_tokens": [ + -1.2260756492614746 + ], + "logprob_reward": -0.351075679063797, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.351075679063797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19880709052085876, + 0.09136343002319336, + 0.040190912783145905, + 0.02878173626959324, + 0.19606716930866241, + 0.062361493706703186, + 0.10927988588809967, + 0.06200128793716431, + 0.11472580581903458, + 0.09642117470502853 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.351075679063797 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029860224574804306 + ], + "opposite_logprob_tokens": [ + -3.529860258102417 + ], + "logprob_reward": -0.029860224574804306, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029860224574804306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1333315372467041, + 0.05533992871642113, + 0.06799580901861191, + 0.04471312463283539, + 0.039331842213869095, + 0.4082770347595215, + 0.10295038670301437, + 0.04979925975203514, + 0.05708715692162514, + 0.041173920035362244 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.029860224574804306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076424358412623405 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.0076424358412623405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076424358412623405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28302836418151855, + 0.08226259797811508, + 0.052883610129356384, + 0.040791481733322144, + 0.10289783775806427, + 0.2195478081703186, + 0.06249615177512169, + 0.07212678343057632, + 0.04939306154847145, + 0.0345723032951355 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0076424358412623405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813999056816101 + ], + "opposite_logprob_tokens": [ + -1.4063999652862549 + ], + "logprob_reward": -0.2813999056816101, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813999056816101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09335929900407791, + 0.028368109837174416, + 0.04073973745107651, + 0.023779846727848053, + 0.049990199506282806, + 0.44354376196861267, + 0.10383417457342148, + 0.03329901024699211, + 0.05571190267801285, + 0.12737388908863068 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.2813999056816101 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561366856098175 + ], + "opposite_logprob_tokens": [ + -1.6006137132644653 + ], + "logprob_reward": -0.22561366856098175, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561366856098175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13032957911491394, + 0.04294758662581444, + 0.0683373212814331, + 0.021153582260012627, + 0.05557609722018242, + 0.48556092381477356, + 0.034401532262563705, + 0.0367702916264534, + 0.0695708617568016, + 0.05535217374563217 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.22561366856098175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tightly static shot immerses viewers in the violent destruction of a floating cyberpunk pavilion. From above, ravenous, searing orange flames violently consume the structure, their intense heat causing the polished chrome struts of the pavilion's frame to bend and melt like wax, emitting a cherry-red glow before snapping. Complex, glowing green circuitry, once the building's lifeblood, flickered and shorted out in a brilliant electric blue flash before being engulfed by flames. Sparks and fiery debris cascaded down, piercing the thick, oppressive smoke that filled the night air. Below, in the dark, oily water, once-elegant holographic koi, projected from the failed pavilion, malfunctioned violently; their luminous bodies flickered, distorted into pixelated static, and vanished in an instant, their digital death mirroring the physical destruction occurring above, creating a chaotic yet captivating atmosphere of high-tech decay.", + "seed": 18381, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_8/index_1953_seed_18381_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08879900872707366, + "vlm_logprob": -0.08879900872707366, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.08879900872707366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2556701898574829 + ], + "opposite_logprob_tokens": [ + -1.505670189857483 + ], + "logprob_reward": -0.2556701898574829, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2556701898574829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1622917205095291, + 0.12870413064956665, + 0.10384998470544815, + 0.11907071620225906, + 0.08905544131994247, + 0.07679755985736847, + 0.11733727157115936, + 0.09153743833303452, + 0.025416910648345947, + 0.08593887835741043 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.2556701898574829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033745817840099335 + ], + "opposite_logprob_tokens": [ + -3.408745765686035 + ], + "logprob_reward": -0.033745817840099335, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033745817840099335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13921812176704407, + 0.26154041290283203, + 0.09804549068212509, + 0.10417027771472931, + 0.1335776299238205, + 0.07141786813735962, + 0.05035300552845001, + 0.03586825728416443, + 0.04683470353484154, + 0.05897429212927818 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.033745817840099335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059970796108246 + ], + "opposite_logprob_tokens": [ + -3.895599603652954 + ], + "logprob_reward": -0.02059970796108246, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059970796108246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22664256393909454, + 0.17544317245483398, + 0.05919694900512695, + 0.056486453860998154, + 0.23859094083309174, + 0.04196106269955635, + 0.06737426668405533, + 0.030819954350590706, + 0.01977771520614624, + 0.08370693773031235 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.02059970796108246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054977767169475555 + ], + "opposite_logprob_tokens": [ + -2.9299776554107666 + ], + "logprob_reward": -0.054977767169475555, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054977767169475555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19075511395931244, + 0.16790460050106049, + 0.08074277639389038, + 0.0767287090420723, + 0.09549205005168915, + 0.1351202428340912, + 0.032842379063367844, + 0.03478924557566643, + 0.02847570739686489, + 0.15714916586875916 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.054977767169475555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900156080722809 + ], + "opposite_logprob_tokens": [ + -2.5790016651153564 + ], + "logprob_reward": -0.07900156080722809, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900156080722809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1255911886692047, + 0.09348385781049728, + 0.12118612229824066, + 0.08577917516231537, + 0.10324253141880035, + 0.08213812112808228, + 0.1061331033706665, + 0.08411921560764313, + 0.10449577122926712, + 0.0938308984041214 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.07900156080722809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tightly static shot immerses viewers in the violent destruction of a floating cyberpunk pavilion. From above, ravenous, searing orange flames violently consume the structure, their intense heat causing the polished chrome struts of the pavilion's frame to bend and melt like wax, emitting a cherry-red glow before snapping. Complex, glowing green circuitry, once the building's lifeblood, flickered and shorted out in a brilliant electric blue flash before being engulfed by flames. Sparks and fiery debris cascaded down, piercing the thick, oppressive smoke that filled the night air. Below, in the dark, oily water, once-elegant holographic koi, projected from the failed pavilion, malfunctioned violently; their luminous bodies flickered, distorted into pixelated static, and vanished in an instant, their digital death mirroring the physical destruction occurring above, creating a chaotic yet captivating atmosphere of high-tech decay.", + "seed": 18382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_8/index_1953_seed_18382_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17797258794307708, + "vlm_logprob": -0.17797258794307708, + "vlm_yes_no_margin": 2.2749999940395353, + "vlm_token_credit": -0.17797258794307708, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22880879044532776 + ], + "opposite_logprob_tokens": [ + -1.6038087606430054 + ], + "logprob_reward": -0.22880879044532776, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22880879044532776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10952328890562057, + 0.032744746655225754, + 0.1901976615190506, + 0.07191269099712372, + 0.09143468737602234, + 0.07178501039743423, + 0.0991860032081604, + 0.06674295663833618, + 0.22675591707229614, + 0.03971697762608528 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.22880879044532776 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284107089042664 + ], + "opposite_logprob_tokens": [ + -2.017841100692749 + ], + "logprob_reward": -0.14284107089042664, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284107089042664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10163610428571701, + 0.12411466240882874, + 0.15781013667583466, + 0.04742472618818283, + 0.020456602796912193, + 0.03434043750166893, + 0.09275954961776733, + 0.05342458188533783, + 0.3068590462207794, + 0.06117413192987442 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.14284107089042664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602159202098846 + ], + "opposite_logprob_tokens": [ + -3.895602226257324 + ], + "logprob_reward": -0.020602159202098846, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602159202098846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08004269003868103, + 0.03192144259810448, + 0.22443605959415436, + 0.03579878434538841, + 0.036771196871995926, + 0.06266538053750992, + 0.07670649886131287, + 0.06334439665079117, + 0.26275771856307983, + 0.1255558878183365 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.020602159202098846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297391831874847 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297391831874847, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297391831874847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05822531878948212, + 0.04560421034693718, + 0.08342926949262619, + 0.07103758305311203, + 0.06821197271347046, + 0.2194642275571823, + 0.05571362003684044, + 0.03590403497219086, + 0.23960192501544952, + 0.12280791997909546 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.023297391831874847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47431352734565735 + ], + "opposite_logprob_tokens": [ + -0.974313497543335 + ], + "logprob_reward": -0.47431352734565735, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47431352734565735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049880705773830414, + 0.02451818250119686, + 0.16899698972702026, + 0.018574632704257965, + 0.021835505962371826, + 0.04391412064433098, + 0.0525922067463398, + 0.031182916834950447, + 0.5437278747558594, + 0.04477682337164879 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.47431352734565735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tightly static shot immerses viewers in the violent destruction of a floating cyberpunk pavilion. From above, ravenous, searing orange flames violently consume the structure, their intense heat causing the polished chrome struts of the pavilion's frame to bend and melt like wax, emitting a cherry-red glow before snapping. Complex, glowing green circuitry, once the building's lifeblood, flickered and shorted out in a brilliant electric blue flash before being engulfed by flames. Sparks and fiery debris cascaded down, piercing the thick, oppressive smoke that filled the night air. Below, in the dark, oily water, once-elegant holographic koi, projected from the failed pavilion, malfunctioned violently; their luminous bodies flickered, distorted into pixelated static, and vanished in an instant, their digital death mirroring the physical destruction occurring above, creating a chaotic yet captivating atmosphere of high-tech decay.", + "seed": 18383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_8/index_1953_seed_18383_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15323095284402372, + "vlm_logprob": -0.15323095284402372, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.15323095284402372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35136595368385315 + ], + "opposite_logprob_tokens": [ + -1.2263659238815308 + ], + "logprob_reward": -0.35136595368385315, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35136595368385315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07082069665193558, + 0.12255405634641647, + 0.053804297000169754, + 0.1159767359495163, + 0.3480989336967468, + 0.07194346189498901, + 0.04474218934774399, + 0.05903783440589905, + 0.054464470595121384, + 0.05855730175971985 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.35136595368385315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023321032524108887 + ], + "opposite_logprob_tokens": [ + -3.7733211517333984 + ], + "logprob_reward": -0.023321032524108887, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023321032524108887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11815854161977768, + 0.10957320034503937, + 0.07048124074935913, + 0.24919493496418, + 0.13750536739826202, + 0.05326615273952484, + 0.07232704013586044, + 0.047464508563280106, + 0.07288587838411331, + 0.06914311647415161 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.023321032524108887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369532570242882 + ], + "opposite_logprob_tokens": [ + -3.651369571685791 + ], + "logprob_reward": -0.026369532570242882, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369532570242882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10863479971885681, + 0.14781810343265533, + 0.0756153017282486, + 0.1940179318189621, + 0.23111000657081604, + 0.07297824323177338, + 0.04656064137816429, + 0.038143232464790344, + 0.038336411118507385, + 0.046785321086645126 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.026369532570242882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297056823968887 + ], + "opposite_logprob_tokens": [ + -2.2379705905914307 + ], + "logprob_reward": -0.11297056823968887, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297056823968887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08811435848474503, + 0.16166307032108307, + 0.06698749959468842, + 0.3717365860939026, + 0.09893333911895752, + 0.02715337462723255, + 0.039472002536058426, + 0.026224464178085327, + 0.026350941509008408, + 0.09336438775062561 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.11297056823968887 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the pavilion structure made of polished chrome struts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are ravenous searing orange flames consuming the pavilion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do complex glowing green circuitry and a brilliant electric blue flash appear before being engulfed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are holographic koi projected below in dark oily water that flicker, distort into pixelated static, and vanish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and tightly static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212767720222473 + ], + "opposite_logprob_tokens": [ + -1.5021276473999023 + ], + "logprob_reward": -0.25212767720222473, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212767720222473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15942873060703278, + 0.07887055724859238, + 0.07052692770957947, + 0.05733243003487587, + 0.10072824358940125, + 0.09318621456623077, + 0.061120759695768356, + 0.05629327520728111, + 0.149019256234169, + 0.17349359393119812 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.25212767720222473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_9/index_tensor([9649, 9649])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_9/index_tensor([9649, 9649])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bd85a51021bc422012c4c5e7ed16baa936dd5e4a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_9/index_tensor([9649, 9649])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing medium shot captures an elderly couple, both with gray hair, at eye level, in a tranquil, classically elegant Chinese courtyard. Soft, golden evening sunlight filters through the branches of an ancient willow tree nearby, casting dappled shadows on the mossy gray flagstones. The man, dressed in a fitted dark brown tweed blazer and crisp gray trousers, his silver hair meticulously combed, his wrinkled face a focused, affectionate smile. The woman, in a lavender chiffon gown that flows gently with her movements, wears her gray hair elegantly tied in a bun, and a string of pearls adorns her neck. One of the man's hands rests firmly on the woman's waist, the other interlocked with hers. Their gazes remain locked on each other, and they gracefully twirl in a slow, leisurely rhythm to the melodious (though silent) classical music. Their dance steps are light and precise, their bodies moving in harmonious synchronization, and every turn and swing is full of tacit understanding and romance that comes from the years. The whole picture is immersed in a quiet, warm and extremely nostalgic atmosphere.", + "seed": 16848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_9/index_9649_seed_16848_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030109215807169677, + "vlm_logprob": -0.030109215807169677, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.030109215807169677, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016117284074425697 + ], + "opposite_logprob_tokens": [ + -4.266117095947266 + ], + "logprob_reward": -0.016117284074425697, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016117284074425697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1072310283780098, + 0.1614232361316681, + 0.07960547506809235, + 0.13054434955120087, + 0.3340665400028229, + 0.02933311089873314, + 0.018663516268134117, + 0.03967958316206932, + 0.06691057235002518, + 0.032542504370212555 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.016117284074425697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295013129711151 + ], + "opposite_logprob_tokens": [ + -2.237950086593628 + ], + "logprob_reward": -0.11295013129711151, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295013129711151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10735955834388733, + 0.050329193472862244, + 0.04926801100373268, + 0.09270285069942474, + 0.4033629596233368, + 0.02584042027592659, + 0.07483426481485367, + 0.04803019389510155, + 0.037346452474594116, + 0.11092609912157059 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.11295013129711151 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095975775271654 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095975775271654, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095975775271654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04498932138085365, + 0.01481963973492384, + 0.014836587943136692, + 0.5339896082878113, + 0.2814291715621948, + 0.019129678606987, + 0.054624106734991074, + 0.011946013197302818, + 0.01047165784984827, + 0.013764185830950737 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.004095975775271654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191736526787281 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.003191736526787281, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191736526787281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1295803338289261, + 0.06471702456474304, + 0.06801790744066238, + 0.14879371225833893, + 0.3050660192966461, + 0.04552067071199417, + 0.10871142894029617, + 0.05682842805981636, + 0.02982628531754017, + 0.042938247323036194 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.003191736526787281 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190951362252235 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014190951362252235, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190951362252235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05814468860626221, + 0.030830275267362595, + 0.026935815811157227, + 0.39967313408851624, + 0.27620020508766174, + 0.018351471051573753, + 0.04448281601071358, + 0.052793942391872406, + 0.05910034105181694, + 0.03348726034164429 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.014190951362252235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing medium shot captures an elderly couple, both with gray hair, at eye level, in a tranquil, classically elegant Chinese courtyard. Soft, golden evening sunlight filters through the branches of an ancient willow tree nearby, casting dappled shadows on the mossy gray flagstones. The man, dressed in a fitted dark brown tweed blazer and crisp gray trousers, his silver hair meticulously combed, his wrinkled face a focused, affectionate smile. The woman, in a lavender chiffon gown that flows gently with her movements, wears her gray hair elegantly tied in a bun, and a string of pearls adorns her neck. One of the man's hands rests firmly on the woman's waist, the other interlocked with hers. Their gazes remain locked on each other, and they gracefully twirl in a slow, leisurely rhythm to the melodious (though silent) classical music. Their dance steps are light and precise, their bodies moving in harmonious synchronization, and every turn and swing is full of tacit understanding and romance that comes from the years. The whole picture is immersed in a quiet, warm and extremely nostalgic atmosphere.", + "seed": 16849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_9/index_9649_seed_16849_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.042030328838154676, + "vlm_logprob": -0.042030328838154676, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.042030328838154676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01823962852358818 + ], + "opposite_logprob_tokens": [ + -4.143239498138428 + ], + "logprob_reward": -0.01823962852358818, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01823962852358818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2570396363735199, + 0.113083615899086, + 0.07167111337184906, + 0.03808958828449249, + 0.0254710391163826, + 0.04528988152742386, + 0.03160720318555832, + 0.0487900972366333, + 0.3177933096885681, + 0.05116449296474457 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.01823962852358818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036932170391083 + ], + "opposite_logprob_tokens": [ + -1.9103692770004272 + ], + "logprob_reward": -0.16036932170391083, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036932170391083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11514968425035477, + 0.02064954675734043, + 0.06078910455107689, + 0.04757751151919365, + 0.014138629660010338, + 0.031889911741018295, + 0.08703723549842834, + 0.02558976411819458, + 0.5535416603088379, + 0.04363695904612541 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.16036932170391083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638862796127796 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638862796127796, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638862796127796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09839939326047897, + 0.026407483965158463, + 0.16950857639312744, + 0.06654251366853714, + 0.06619760394096375, + 0.013204818591475487, + 0.0878477469086647, + 0.013150457292795181, + 0.43770331144332886, + 0.021038098260760307 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.004638862796127796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036162238102406263 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.0036162238102406263, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036162238102406263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26419350504875183, + 0.046413570642471313, + 0.03284091129899025, + 0.05718719959259033, + 0.08136794716119766, + 0.017448682337999344, + 0.05594496801495552, + 0.06669526547193527, + 0.3453482389450073, + 0.032559819519519806 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.0036162238102406263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287607356905937 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287607356905937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287607356905937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22473692893981934, + 0.04422876611351967, + 0.06598316878080368, + 0.037869229912757874, + 0.024133268743753433, + 0.016600219532847404, + 0.025300756096839905, + 0.15877392888069153, + 0.37385493516921997, + 0.028518781065940857 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.023287607356905937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing medium shot captures an elderly couple, both with gray hair, at eye level, in a tranquil, classically elegant Chinese courtyard. Soft, golden evening sunlight filters through the branches of an ancient willow tree nearby, casting dappled shadows on the mossy gray flagstones. The man, dressed in a fitted dark brown tweed blazer and crisp gray trousers, his silver hair meticulously combed, his wrinkled face a focused, affectionate smile. The woman, in a lavender chiffon gown that flows gently with her movements, wears her gray hair elegantly tied in a bun, and a string of pearls adorns her neck. One of the man's hands rests firmly on the woman's waist, the other interlocked with hers. Their gazes remain locked on each other, and they gracefully twirl in a slow, leisurely rhythm to the melodious (though silent) classical music. Their dance steps are light and precise, their bodies moving in harmonious synchronization, and every turn and swing is full of tacit understanding and romance that comes from the years. The whole picture is immersed in a quiet, warm and extremely nostalgic atmosphere.", + "seed": 16850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_9/index_9649_seed_16850_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.052660753624513744, + "vlm_logprob": -0.052660753624513744, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.052660753624513744, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13320918381214142 + ], + "opposite_logprob_tokens": [ + -2.133209228515625 + ], + "logprob_reward": -0.13320918381214142, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13320918381214142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12445107102394104, + 0.18947553634643555, + 0.08688484877347946, + 0.09350830316543579, + 0.14359150826931, + 0.1478949338197708, + 0.05255600064992905, + 0.04559968784451485, + 0.07243023812770844, + 0.0436079241335392 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.13320918381214142 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036715120077133 + ], + "opposite_logprob_tokens": [ + -2.3503670692443848 + ], + "logprob_reward": -0.10036715120077133, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036715120077133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11287393420934677, + 0.04051712155342102, + 0.18322189152240753, + 0.0516195185482502, + 0.12058272957801819, + 0.047554392367601395, + 0.23540841042995453, + 0.0842917263507843, + 0.08061465620994568, + 0.04331563413143158 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.10036715120077133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197915619239211 + ], + "opposite_logprob_tokens": [ + -5.753198146820068 + ], + "logprob_reward": -0.003197915619239211, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197915619239211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1429077684879303, + 0.13132084906101227, + 0.11750072240829468, + 0.04617568477988243, + 0.08696592599153519, + 0.11247561126947403, + 0.15130572021007538, + 0.053761739283800125, + 0.0653935894370079, + 0.09219230711460114 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.003197915619239211 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950829479843378 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950829479843378, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950829479843378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11160461604595184, + 0.09535954147577286, + 0.12782758474349976, + 0.0614447146654129, + 0.11705803871154785, + 0.16296082735061646, + 0.06146959215402603, + 0.062292490154504776, + 0.08955305814743042, + 0.11042959243059158 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.005950829479843378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578688010573387 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578688010573387, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578688010573387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09687385708093643, + 0.08084762841463089, + 0.06492644548416138, + 0.06018558889627457, + 0.14224305748939514, + 0.08017373830080032, + 0.06067856028676033, + 0.06872590631246567, + 0.1738634705543518, + 0.17148178815841675 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.020578688010573387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing medium shot captures an elderly couple, both with gray hair, at eye level, in a tranquil, classically elegant Chinese courtyard. Soft, golden evening sunlight filters through the branches of an ancient willow tree nearby, casting dappled shadows on the mossy gray flagstones. The man, dressed in a fitted dark brown tweed blazer and crisp gray trousers, his silver hair meticulously combed, his wrinkled face a focused, affectionate smile. The woman, in a lavender chiffon gown that flows gently with her movements, wears her gray hair elegantly tied in a bun, and a string of pearls adorns her neck. One of the man's hands rests firmly on the woman's waist, the other interlocked with hers. Their gazes remain locked on each other, and they gracefully twirl in a slow, leisurely rhythm to the melodious (though silent) classical music. Their dance steps are light and precise, their bodies moving in harmonious synchronization, and every turn and swing is full of tacit understanding and romance that comes from the years. The whole picture is immersed in a quiet, warm and extremely nostalgic atmosphere.", + "seed": 16851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000109/group_9/index_9649_seed_16851_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06643002000637352, + "vlm_logprob": -0.06643002000637352, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.06643002000637352, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0501151867210865 + ], + "opposite_logprob_tokens": [ + -3.0501151084899902 + ], + "logprob_reward": -0.0501151867210865, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0501151867210865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2938281297683716, + 0.10797440260648727, + 0.12847551703453064, + 0.03571988642215729, + 0.10786397010087967, + 0.0454176589846611, + 0.028233975172042847, + 0.07331554591655731, + 0.10322077572345734, + 0.07595019042491913 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0501151867210865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252103328704834 + ], + "opposite_logprob_tokens": [ + -1.502103328704834 + ], + "logprob_reward": -0.252103328704834, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252103328704834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21019954979419708, + 0.2451542168855667, + 0.05317356437444687, + 0.05622127279639244, + 0.06481637805700302, + 0.056374870240688324, + 0.09881383925676346, + 0.04293530061841011, + 0.04666968062520027, + 0.1256413757801056 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.252103328704834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540768831968307 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540768831968307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540768831968307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22493575513362885, + 0.09668867290019989, + 0.06428684294223785, + 0.06734845042228699, + 0.05230258032679558, + 0.047815870493650436, + 0.04322350397706032, + 0.22102627158164978, + 0.03664097189903259, + 0.14573092758655548 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.012540768831968307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193400101736188 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.003193400101736188, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193400101736188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11236005276441574, + 0.08347954601049423, + 0.06916553527116776, + 0.06312540173530579, + 0.05440489202737808, + 0.07413479685783386, + 0.03875720873475075, + 0.2680351734161377, + 0.02811983972787857, + 0.20841756463050842 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.003193400101736188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a tranquil, classically elegant Chinese courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are both the man and the woman elderly with gray hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark brown tweed blazer and gray trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a lavender chiffon gown with a pearl necklace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the couple twirling slowly while holding hands with one hand on the waist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197415672242641 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.014197415672242641, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197415672242641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07538079470396042, + 0.04650961980223656, + 0.06277184188365936, + 0.08737234026193619, + 0.04687444865703583, + 0.040291931480169296, + 0.020135732367634773, + 0.2189536988735199, + 0.015429780818521976, + 0.38627976179122925 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.014197415672242641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_0/index_tensor([4166, 4166])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_0/index_tensor([4166, 4166])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5be4421de5eaa20072af7bec50c9140c58a35b37 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_0/index_tensor([4166, 4166])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, horizontal, static shot focuses squarely on an absolutely pure, unadulterated white background. In the center, a child-like bullfrog, drawn in simple, bold black lines, stands at the apex of its roar. Its outline is rendered in minimal, bold black lines, devoid of color fill or shading. Its body leans back slightly from exertion, its limbs splayed outward in a tense pose. Its signature cheeks bulge dramatically to the sides, forming two perfectly round air pockets even larger than its head, dominating the frame. Its mouth gapes into a black O, as if unleashing a silent yet earth-shaking roar. The composition is simple, with stark black and white. Through the extreme exaggeration of the dynamic moment, the simplest lines successfully convey a comical yet explosive visual impact, creating a unique and intense atmosphere.", + "seed": 4476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_0/index_4166_seed_4476_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02729444778524339, + "vlm_logprob": -0.02729444778524339, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.02729444778524339, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02103811502456665 + ], + "opposite_logprob_tokens": [ + -3.896038055419922 + ], + "logprob_reward": -0.02103811502456665, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02103811502456665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19715312123298645, + 0.10627911239862442, + 0.04041936621069908, + 0.07572619616985321, + 0.03608278930187225, + 0.0486794114112854, + 0.026455668732523918, + 0.07700689136981964, + 0.3510347902774811, + 0.041162651032209396 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02103811502456665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032031440641731024 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.0032031440641731024, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032031440641731024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05244973301887512, + 0.04075336456298828, + 0.029828013852238655, + 0.029149673879146576, + 0.03754323720932007, + 0.017546487972140312, + 0.024630310013890266, + 0.13182631134986877, + 0.4156995713710785, + 0.220573291182518 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0032031440641731024 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048643309623003006 + ], + "opposite_logprob_tokens": [ + -3.0486433506011963 + ], + "logprob_reward": -0.048643309623003006, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048643309623003006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0773940309882164, + 0.052989568561315536, + 0.13280318677425385, + 0.06931839138269424, + 0.03926735743880272, + 0.043974313884973526, + 0.015101941302418709, + 0.11589128524065018, + 0.40327441692352295, + 0.04998553544282913 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.048643309623003006 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495305731892586 + ], + "opposite_logprob_tokens": [ + -2.929953098297119 + ], + "logprob_reward": -0.05495305731892586, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495305731892586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08705253899097443, + 0.10378100723028183, + 0.11572428792715073, + 0.17062781751155853, + 0.06491963565349579, + 0.14537987112998962, + 0.02942195162177086, + 0.07275047153234482, + 0.1730521321296692, + 0.03729027882218361 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.05495305731892586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634612895548344 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634612895548344, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634612895548344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17795182764530182, + 0.0627821683883667, + 0.05105903744697571, + 0.06742587685585022, + 0.05985778942704201, + 0.04465704411268234, + 0.05990763008594513, + 0.1462329775094986, + 0.29501771926879883, + 0.03510798513889313 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.008634612895548344 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, horizontal, static shot focuses squarely on an absolutely pure, unadulterated white background. In the center, a child-like bullfrog, drawn in simple, bold black lines, stands at the apex of its roar. Its outline is rendered in minimal, bold black lines, devoid of color fill or shading. Its body leans back slightly from exertion, its limbs splayed outward in a tense pose. Its signature cheeks bulge dramatically to the sides, forming two perfectly round air pockets even larger than its head, dominating the frame. Its mouth gapes into a black O, as if unleashing a silent yet earth-shaking roar. The composition is simple, with stark black and white. Through the extreme exaggeration of the dynamic moment, the simplest lines successfully convey a comical yet explosive visual impact, creating a unique and intense atmosphere.", + "seed": 4477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_0/index_4166_seed_4477_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0843285672366619, + "vlm_logprob": -0.0843285672366619, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.0843285672366619, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03870897740125656 + ], + "opposite_logprob_tokens": [ + -3.2887089252471924 + ], + "logprob_reward": -0.03870897740125656, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03870897740125656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06417732685804367, + 0.05704011023044586, + 0.04532322660088539, + 0.39710068702697754, + 0.05437369644641876, + 0.10104715824127197, + 0.12163052707910538, + 0.14035503566265106, + 0.010764054954051971, + 0.008188176900148392 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.03870897740125656 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061418816447258 + ], + "opposite_logprob_tokens": [ + -3.8956141471862793 + ], + "logprob_reward": -0.02061418816447258, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061418816447258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07572486251592636, + 0.17159196734428406, + 0.04328382760286331, + 0.2976871728897095, + 0.1088012307882309, + 0.02556421048939228, + 0.06913118064403534, + 0.1751045137643814, + 0.018219316378235817, + 0.014891790226101875 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.02061418816447258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706612050533295 + ], + "opposite_logprob_tokens": [ + -2.127066135406494 + ], + "logprob_reward": -0.12706612050533295, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706612050533295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032416172325611115, + 0.05134856328368187, + 0.039899807423353195, + 0.42884737253189087, + 0.0386376790702343, + 0.03659937158226967, + 0.05770764872431755, + 0.24670250713825226, + 0.0352168008685112, + 0.03262409195303917 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.12706612050533295 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155775547027588 + ], + "opposite_logprob_tokens": [ + -1.7015577554702759 + ], + "logprob_reward": -0.20155775547027588, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155775547027588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06121062487363815, + 0.06849091500043869, + 0.14899756014347076, + 0.3621663451194763, + 0.04630192741751671, + 0.0572633370757103, + 0.033431895077228546, + 0.16900259256362915, + 0.019913872703909874, + 0.03322089463472366 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.20155775547027588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369579464197159 + ], + "opposite_logprob_tokens": [ + -3.408695697784424 + ], + "logprob_reward": -0.03369579464197159, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369579464197159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05147729068994522, + 0.05937209352850914, + 0.07998909801244736, + 0.2874740660190582, + 0.07281027734279633, + 0.22251522541046143, + 0.06298237293958664, + 0.12547922134399414, + 0.01902039907872677, + 0.01887994073331356 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.03369579464197159 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, horizontal, static shot focuses squarely on an absolutely pure, unadulterated white background. In the center, a child-like bullfrog, drawn in simple, bold black lines, stands at the apex of its roar. Its outline is rendered in minimal, bold black lines, devoid of color fill or shading. Its body leans back slightly from exertion, its limbs splayed outward in a tense pose. Its signature cheeks bulge dramatically to the sides, forming two perfectly round air pockets even larger than its head, dominating the frame. Its mouth gapes into a black O, as if unleashing a silent yet earth-shaking roar. The composition is simple, with stark black and white. Through the extreme exaggeration of the dynamic moment, the simplest lines successfully convey a comical yet explosive visual impact, creating a unique and intense atmosphere.", + "seed": 4478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_0/index_4166_seed_4478_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09136562626808882, + "vlm_logprob": -0.09136562626808882, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.09136562626808882, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0898001492023468 + ], + "opposite_logprob_tokens": [ + -2.4648001194000244 + ], + "logprob_reward": -0.0898001492023468, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0898001492023468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17032136023044586, + 0.10014400631189346, + 0.06471434980630875, + 0.049697138369083405, + 0.11251479387283325, + 0.06138020381331444, + 0.1525333970785141, + 0.20298388600349426, + 0.03207503259181976, + 0.0536358505487442 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0898001492023468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563135474920273 + ], + "opposite_logprob_tokens": [ + -4.387563228607178 + ], + "logprob_reward": -0.012563135474920273, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563135474920273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24509264528751373, + 0.08756621181964874, + 0.06540027260780334, + 0.08169211447238922, + 0.0622449666261673, + 0.10836845636367798, + 0.03881288319826126, + 0.1396189033985138, + 0.05941791832447052, + 0.11178556829690933 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.012563135474920273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038475930690765 + ], + "opposite_logprob_tokens": [ + -1.9103847742080688 + ], + "logprob_reward": -0.16038475930690765, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038475930690765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.100382961332798, + 0.12382397055625916, + 0.12010405957698822, + 0.06126442551612854, + 0.05286369472742081, + 0.07517699897289276, + 0.13941752910614014, + 0.20424968004226685, + 0.07958844304084778, + 0.04312823712825775 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.16038475930690765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988866567611694 + ], + "opposite_logprob_tokens": [ + -1.8048887252807617 + ], + "logprob_reward": -0.17988866567611694, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988866567611694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22356711328029633, + 0.08056647330522537, + 0.05066145956516266, + 0.12407242506742477, + 0.1556328535079956, + 0.1028413400053978, + 0.07408206164836884, + 0.12674948573112488, + 0.023708701133728027, + 0.038118213415145874 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.17988866567611694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191421680152416 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191421680152416, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191421680152416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16334177553653717, + 0.06792296469211578, + 0.07301124185323715, + 0.07008726894855499, + 0.0314713791012764, + 0.271261602640152, + 0.12401695549488068, + 0.0741105005145073, + 0.046205006539821625, + 0.07857126742601395 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.014191421680152416 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, horizontal, static shot focuses squarely on an absolutely pure, unadulterated white background. In the center, a child-like bullfrog, drawn in simple, bold black lines, stands at the apex of its roar. Its outline is rendered in minimal, bold black lines, devoid of color fill or shading. Its body leans back slightly from exertion, its limbs splayed outward in a tense pose. Its signature cheeks bulge dramatically to the sides, forming two perfectly round air pockets even larger than its head, dominating the frame. Its mouth gapes into a black O, as if unleashing a silent yet earth-shaking roar. The composition is simple, with stark black and white. Through the extreme exaggeration of the dynamic moment, the simplest lines successfully convey a comical yet explosive visual impact, creating a unique and intense atmosphere.", + "seed": 4479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_0/index_4166_seed_4479_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12673239931464195, + "vlm_logprob": -0.12673239931464195, + "vlm_yes_no_margin": 2.575000011920929, + "vlm_token_credit": -0.12673239931464195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05563908442854881 + ], + "opposite_logprob_tokens": [ + -2.9306390285491943 + ], + "logprob_reward": -0.05563908442854881, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05563908442854881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1864766925573349, + 0.19452059268951416, + 0.1694650650024414, + 0.11030309647321701, + 0.11495490372180939, + 0.044778332114219666, + 0.044063322246074677, + 0.05639752373099327, + 0.05257929861545563, + 0.026461075991392136 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.05563908442854881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376847177743912 + ], + "opposite_logprob_tokens": [ + -3.651376962661743 + ], + "logprob_reward": -0.026376847177743912, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376847177743912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.141689270734787, + 0.17954093217849731, + 0.09100009500980377, + 0.07619164884090424, + 0.06557001173496246, + 0.19256377220153809, + 0.07574062794446945, + 0.05494712293148041, + 0.10653385519981384, + 0.01622261293232441 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.026376847177743912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890413150191307 + ], + "opposite_logprob_tokens": [ + -2.464041233062744 + ], + "logprob_reward": -0.0890413150191307, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890413150191307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10917234420776367, + 0.08700622618198395, + 0.0366370864212513, + 0.05738357827067375, + 0.2021518349647522, + 0.23453237116336823, + 0.06624402105808258, + 0.10254291445016861, + 0.06366128474473953, + 0.040668364614248276 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0890413150191307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289039969444275 + ], + "opposite_logprob_tokens": [ + -1.0539040565490723 + ], + "logprob_reward": -0.4289039969444275, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4289039969444275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08406182378530502, + 0.08364725112915039, + 0.07917871326208115, + 0.12324506044387817, + 0.08859629929065704, + 0.26432105898857117, + 0.05774293839931488, + 0.08935488760471344, + 0.07723073661327362, + 0.0526212677359581 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.4289039969444275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a pure, unadulterated white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a child-like bullfrog rendered in simple, bold black lines without color fill or shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bullfrog's body lean back slightly with limbs splayed outward in a tense pose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the bullfrog's cheeks bulging dramatically to the sides forming two perfectly round air pockets larger than its head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bullfrog's mouth gaped into a black O shape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370075300335884 + ], + "opposite_logprob_tokens": [ + -3.408700704574585 + ], + "logprob_reward": -0.03370075300335884, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370075300335884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04060129448771477, + 0.12787334620952606, + 0.04430529102683067, + 0.10970497876405716, + 0.03825904428958893, + 0.4365478754043579, + 0.037435390055179596, + 0.09781932830810547, + 0.027454109862446785, + 0.039999332278966904 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.03370075300335884 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_1/index_tensor([4968, 4968])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_1/index_tensor([4968, 4968])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..340b66b188684bd6ac31b2133e317184254b21c3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_1/index_tensor([4968, 4968])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping aerial shot unfolds, the camera slowly panning right, overlooking a majestic mountain range blanketed in white snow. In the soft golden morning sunlight, two parallel railroad tracks, sharply outlined against the thick snow, wind through a sparse, frost-covered coniferous forest. Two classic black cast-iron steam locomotives, one heading deep into the frame, the other approaching, their bodies reflecting a faint metallic sheen in the sunlight. As they precisely intersect in the center of the frame, their massive drive wheels and complex linkages operate steadily and powerfully, while thick, billowing white steam billows from their towering chimneys, rapidly condensing into spectacular clouds in the frigid air. The slanting sunlight gave the steam cloud a warm golden edge, which contrasted sharply with the long blue shadows on the snow. The whole scene, in an epic magnificence and tranquility, showed the harmonious blend of the power of the industrial age and the beauty of nature, creating a magnificent and slightly nostalgic atmosphere.", + "seed": 20411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_1/index_4968_seed_20411_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03607299337163568, + "vlm_logprob": -0.03607299337163568, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03607299337163568, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09477599710226059 + ], + "opposite_logprob_tokens": [ + -2.469775915145874 + ], + "logprob_reward": -0.09477599710226059, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09477599710226059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14106570184230804, + 0.06834171712398529, + 0.11525245755910873, + 0.14278466999530792, + 0.02076409012079239, + 0.02074868232011795, + 0.045180026441812515, + 0.05593639612197876, + 0.34966781735420227, + 0.04025837779045105 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.09477599710226059 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048694632947444916 + ], + "opposite_logprob_tokens": [ + -3.048694610595703 + ], + "logprob_reward": -0.048694632947444916, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048694632947444916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19442054629325867, + 0.16826605796813965, + 0.1392371505498886, + 0.07289553433656693, + 0.03821288421750069, + 0.042043671011924744, + 0.07529779523611069, + 0.07894035428762436, + 0.10012658685445786, + 0.09055936336517334 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.048694632947444916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819467917084694 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819467917084694, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819467917084694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10539248585700989, + 0.053952839225530624, + 0.04907441511750221, + 0.03323301300406456, + 0.03725145012140274, + 0.04711081087589264, + 0.09512026607990265, + 0.14722244441509247, + 0.31625163555145264, + 0.1153905913233757 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.01819467917084694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078042909502983 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.011078042909502983, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078042909502983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0981864482164383, + 0.05820121616125107, + 0.03758437931537628, + 0.04690947383642197, + 0.05506952106952667, + 0.03550121560692787, + 0.09665270149707794, + 0.18829430639743805, + 0.19695742428302765, + 0.18664328753948212 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.011078042909502983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762161472812295 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.00762161472812295, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762161472812295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2331104576587677, + 0.2345511019229889, + 0.0793600007891655, + 0.126854807138443, + 0.05602378025650978, + 0.03794673830270767, + 0.05044027790427208, + 0.04624462127685547, + 0.06025345250964165, + 0.07521472126245499 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.00762161472812295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial shot unfolds, the camera slowly panning right, overlooking a majestic mountain range blanketed in white snow. In the soft golden morning sunlight, two parallel railroad tracks, sharply outlined against the thick snow, wind through a sparse, frost-covered coniferous forest. Two classic black cast-iron steam locomotives, one heading deep into the frame, the other approaching, their bodies reflecting a faint metallic sheen in the sunlight. As they precisely intersect in the center of the frame, their massive drive wheels and complex linkages operate steadily and powerfully, while thick, billowing white steam billows from their towering chimneys, rapidly condensing into spectacular clouds in the frigid air. The slanting sunlight gave the steam cloud a warm golden edge, which contrasted sharply with the long blue shadows on the snow. The whole scene, in an epic magnificence and tranquility, showed the harmonious blend of the power of the industrial age and the beauty of nature, creating a magnificent and slightly nostalgic atmosphere.", + "seed": 20412, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_1/index_4968_seed_20412_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.044951127376407385, + "vlm_logprob": -0.044951127376407385, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.044951127376407385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10956855863332748 + ], + "opposite_logprob_tokens": [ + -2.3595685958862305 + ], + "logprob_reward": -0.10956855863332748, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10956855863332748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1801316738128662, + 0.09992104768753052, + 0.1527123749256134, + 0.0717068538069725, + 0.06503937393426895, + 0.05801922455430031, + 0.06994620710611343, + 0.11290635168552399, + 0.14404138922691345, + 0.04557553678750992 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.10956855863332748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006305456161499 + ], + "opposite_logprob_tokens": [ + -2.6950631141662598 + ], + "logprob_reward": -0.07006305456161499, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006305456161499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1123427078127861, + 0.03559558838605881, + 0.2919878363609314, + 0.07732287794351578, + 0.0462413914501667, + 0.1913786679506302, + 0.02698320336639881, + 0.08687584102153778, + 0.07770488411188126, + 0.05356696620583534 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.07006305456161499 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302748799324036 + ], + "opposite_logprob_tokens": [ + -3.7733027935028076 + ], + "logprob_reward": -0.023302748799324036, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302748799324036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21373796463012695, + 0.1105305403470993, + 0.14862564206123352, + 0.06901253014802933, + 0.08262362331151962, + 0.08131853491067886, + 0.10479581356048584, + 0.041809238493442535, + 0.08085606247186661, + 0.06669001281261444 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023302748799324036 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197885990142822 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014197885990142822, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197885990142822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12395041435956955, + 0.08180387318134308, + 0.35510751605033875, + 0.1217416375875473, + 0.05540899559855461, + 0.09695262461900711, + 0.06291624158620834, + 0.03414356708526611, + 0.028746243566274643, + 0.0392289012670517 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.014197885990142822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623388897627592 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.007623388897627592, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623388897627592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35589444637298584, + 0.09630271792411804, + 0.07457742094993591, + 0.05533355474472046, + 0.0486890971660614, + 0.09964126348495483, + 0.03436762094497681, + 0.0605727918446064, + 0.057150501757860184, + 0.11747059226036072 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.007623388897627592 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial shot unfolds, the camera slowly panning right, overlooking a majestic mountain range blanketed in white snow. In the soft golden morning sunlight, two parallel railroad tracks, sharply outlined against the thick snow, wind through a sparse, frost-covered coniferous forest. Two classic black cast-iron steam locomotives, one heading deep into the frame, the other approaching, their bodies reflecting a faint metallic sheen in the sunlight. As they precisely intersect in the center of the frame, their massive drive wheels and complex linkages operate steadily and powerfully, while thick, billowing white steam billows from their towering chimneys, rapidly condensing into spectacular clouds in the frigid air. The slanting sunlight gave the steam cloud a warm golden edge, which contrasted sharply with the long blue shadows on the snow. The whole scene, in an epic magnificence and tranquility, showed the harmonious blend of the power of the industrial age and the beauty of nature, creating a magnificent and slightly nostalgic atmosphere.", + "seed": 20413, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_1/index_4968_seed_20413_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05655704271048308, + "vlm_logprob": -0.05655704271048308, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.05655704271048308, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1672869175672531 + ], + "opposite_logprob_tokens": [ + -1.9172868728637695 + ], + "logprob_reward": -0.1672869175672531, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1672869175672531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1185351237654686, + 0.11116825044155121, + 0.050528764724731445, + 0.07490373402833939, + 0.13382509350776672, + 0.15820300579071045, + 0.1685790866613388, + 0.05771767720580101, + 0.046581972390413284, + 0.07995732873678207 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.1672869175672531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549825057387352 + ], + "opposite_logprob_tokens": [ + -2.9299824237823486 + ], + "logprob_reward": -0.0549825057387352, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549825057387352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22760778665542603, + 0.060821838676929474, + 0.1305154711008072, + 0.13653604686260223, + 0.037947725504636765, + 0.039231762290000916, + 0.10874328017234802, + 0.07492436468601227, + 0.09224901348352432, + 0.09142272919416428 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0549825057387352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979913167655468 + ], + "opposite_logprob_tokens": [ + -3.529799222946167 + ], + "logprob_reward": -0.02979913167655468, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979913167655468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44586682319641113, + 0.07480558007955551, + 0.0271985474973917, + 0.05791011080145836, + 0.051308438181877136, + 0.10655297338962555, + 0.06137540936470032, + 0.05610403046011925, + 0.07092311233282089, + 0.0479549877345562 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.02979913167655468 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186602741479874 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186602741479874, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186602741479874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2750455141067505, + 0.05678219348192215, + 0.0880238264799118, + 0.07302466034889221, + 0.043852802366018295, + 0.06108717620372772, + 0.0712289810180664, + 0.1792140007019043, + 0.043889835476875305, + 0.10785096883773804 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.018186602741479874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530055828392506 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.012530055828392506, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530055828392506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1684207022190094, + 0.09445233643054962, + 0.045272573828697205, + 0.1732317954301834, + 0.023913009092211723, + 0.0234119463711977, + 0.045201875269412994, + 0.28920602798461914, + 0.08214829117059708, + 0.05474139004945755 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.012530055828392506 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping aerial shot unfolds, the camera slowly panning right, overlooking a majestic mountain range blanketed in white snow. In the soft golden morning sunlight, two parallel railroad tracks, sharply outlined against the thick snow, wind through a sparse, frost-covered coniferous forest. Two classic black cast-iron steam locomotives, one heading deep into the frame, the other approaching, their bodies reflecting a faint metallic sheen in the sunlight. As they precisely intersect in the center of the frame, their massive drive wheels and complex linkages operate steadily and powerfully, while thick, billowing white steam billows from their towering chimneys, rapidly condensing into spectacular clouds in the frigid air. The slanting sunlight gave the steam cloud a warm golden edge, which contrasted sharply with the long blue shadows on the snow. The whole scene, in an epic magnificence and tranquility, showed the harmonious blend of the power of the industrial age and the beauty of nature, creating a magnificent and slightly nostalgic atmosphere.", + "seed": 20414, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_1/index_4968_seed_20414_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08734458293765783, + "vlm_logprob": -0.08734458293765783, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.08734458293765783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3271885812282562 + ], + "opposite_logprob_tokens": [ + -1.3271886110305786 + ], + "logprob_reward": -0.3271885812282562, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3271885812282562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07762283086776733, + 0.10241793841123581, + 0.232523113489151, + 0.035604942589998245, + 0.08497040718793869, + 0.052537545561790466, + 0.09509797394275665, + 0.19979175925254822, + 0.07541803270578384, + 0.04401543363928795 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.3271885812282562 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207988038659096 + ], + "opposite_logprob_tokens": [ + -2.812079906463623 + ], + "logprob_reward": -0.06207988038659096, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207988038659096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1455921083688736, + 0.10371856391429901, + 0.18003423511981964, + 0.03794441744685173, + 0.04638051614165306, + 0.048102498054504395, + 0.04719728231430054, + 0.20360851287841797, + 0.1431986391544342, + 0.044223327189683914 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.06207988038659096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195966258645058 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.018195966258645058, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195966258645058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17153874039649963, + 0.08320707827806473, + 0.04189836606383324, + 0.028087971732020378, + 0.03763091564178467, + 0.041524022817611694, + 0.10133405774831772, + 0.2634088397026062, + 0.09127626568078995, + 0.14009371399879456 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.018195966258645058 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819046586751938 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.01819046586751938, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819046586751938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11426391452550888, + 0.22100427746772766, + 0.13670134544372559, + 0.08638610690832138, + 0.036418184638023376, + 0.08170850574970245, + 0.0739835873246193, + 0.1197192445397377, + 0.061063364148139954, + 0.06875146925449371 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.01819046586751938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two parallel railroad tracks visible winding through a frost-covered coniferous forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two classic black cast-iron steam locomotives present, one moving away and one approaching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the locomotives intersect in the center of the frame with visible billowing white steam and metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a mountain range blanketed in white snow under soft golden morning sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068020947277546 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011068020947277546, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068020947277546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1266573667526245, + 0.11294189095497131, + 0.28563356399536133, + 0.024777323007583618, + 0.03823033347725868, + 0.018719777464866638, + 0.0940079316496849, + 0.19885553419589996, + 0.055948786437511444, + 0.04422751069068909 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.011068020947277546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_10/index_tensor([6559, 6559])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_10/index_tensor([6559, 6559])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a62d4e00d18b3be2fa1dfc5286c02f829064e129 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_10/index_tensor([6559, 6559])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning display of high-contrast photo-realism, a slow, sweeping, low-angle tracking shot glides over a majestic, solitary oak tree, standing defiantly on a grassy knoll beneath a vast, clear blue sky. Its ancient, heavy, gnarled branches, covered in deeply fissured and richly textured bark, snake skyward, their gnarled crown densely laden with ripe acorns. A powerful, unseen gust of wind suddenly strikes the tree, causing its entire massive trunk to bear up and its heavy branches to sway and shake violently. The movement is violent and energetic, with leaves swaying in a chaotic dance. The scene is defined by harsh, brilliant sunlight, creating a stark interplay of light and shadow; deep, inky shadows shift swiftly across the tree's richly textured bark and the sun-kissed leaves, which shimmer between vibrant emerald and near-black, generating a powerful and dramatic primal atmosphere that captures raw, untamed nature with visceral clarity.", + "seed": 5229, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_10/index_6559_seed_5229_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1866266295313835, + "vlm_logprob": -0.1866266295313835, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.1866266295313835, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05588046833872795 + ], + "opposite_logprob_tokens": [ + -2.930880546569824 + ], + "logprob_reward": -0.05588046833872795, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05588046833872795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09342610836029053, + 0.0739949643611908, + 0.1266745626926422, + 0.04663757607340813, + 0.10878186672925949, + 0.12143799662590027, + 0.21493007242679596, + 0.053575851023197174, + 0.07931647449731827, + 0.08122456073760986 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.05588046833872795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054989274591207504 + ], + "opposite_logprob_tokens": [ + -2.9299893379211426 + ], + "logprob_reward": -0.054989274591207504, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054989274591207504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07537095993757248, + 0.04508253186941147, + 0.03387889266014099, + 0.060003168880939484, + 0.126114621758461, + 0.09878408908843994, + 0.03899986296892166, + 0.08744744956493378, + 0.0745144709944725, + 0.35980403423309326 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.054989274591207504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809810429811478 + ], + "opposite_logprob_tokens": [ + -3.288098096847534 + ], + "logprob_reward": -0.03809810429811478, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809810429811478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10684829205274582, + 0.14598651230335236, + 0.04337719455361366, + 0.046727534383535385, + 0.21477505564689636, + 0.05818675830960274, + 0.03534436970949173, + 0.05438881367444992, + 0.16552028059959412, + 0.1288452446460724 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.03809810429811478 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578052878379822 + ], + "opposite_logprob_tokens": [ + -0.6328052878379822 + ], + "logprob_reward": -0.7578052878379822, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578052878379822, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.049346018582582474, + 0.10898945480585098, + 0.22449535131454468, + 0.06092570722103119, + 0.118414506316185, + 0.13114580512046814, + 0.0855446308851242, + 0.036133307963609695, + 0.11570960283279419, + 0.06929562240839005 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.7578052878379822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360012590885162 + ], + "opposite_logprob_tokens": [ + -3.651360034942627 + ], + "logprob_reward": -0.026360012590885162, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360012590885162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058837149292230606, + 0.10033991187810898, + 0.14572763442993164, + 0.022838106378912926, + 0.027535581961274147, + 0.4177105724811554, + 0.03509791940450668, + 0.042890165001153946, + 0.06301261484622955, + 0.08601029217243195 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.026360012590885162 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a stunning display of high-contrast photo-realism, a slow, sweeping, low-angle tracking shot glides over a majestic, solitary oak tree, standing defiantly on a grassy knoll beneath a vast, clear blue sky. Its ancient, heavy, gnarled branches, covered in deeply fissured and richly textured bark, snake skyward, their gnarled crown densely laden with ripe acorns. A powerful, unseen gust of wind suddenly strikes the tree, causing its entire massive trunk to bear up and its heavy branches to sway and shake violently. The movement is violent and energetic, with leaves swaying in a chaotic dance. The scene is defined by harsh, brilliant sunlight, creating a stark interplay of light and shadow; deep, inky shadows shift swiftly across the tree's richly textured bark and the sun-kissed leaves, which shimmer between vibrant emerald and near-black, generating a powerful and dramatic primal atmosphere that captures raw, untamed nature with visceral clarity.", + "seed": 5230, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_10/index_6559_seed_5230_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.9048293605446815, + "vlm_logprob": -0.9048293605446815, + "vlm_yes_no_margin": 0.7, + "vlm_token_credit": -0.9048293605446815, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.895813226699829 + ], + "opposite_logprob_tokens": [ + -0.020813273265957832 + ], + "logprob_reward": -3.895813226699829, + "yes_no_margin_reward": -3.875, + "token_credit_reward": -3.895813226699829, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2047216147184372, + 0.02581087127327919, + 0.01328649464994669, + 0.029286736622452736, + 0.04369477927684784, + 0.1891607642173767, + 0.027507072314620018, + 0.02278648503124714, + 0.01443365216255188, + 0.4293115735054016 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -3.895813226699829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14323213696479797 + ], + "opposite_logprob_tokens": [ + -2.0182321071624756 + ], + "logprob_reward": -0.14323213696479797, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14323213696479797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1530769318342209, + 0.025464177131652832, + 0.016549477353692055, + 0.028200697153806686, + 0.08030565828084946, + 0.216165691614151, + 0.03860330954194069, + 0.02274196222424507, + 0.01213602814823389, + 0.40675610303878784 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.14323213696479797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22582826018333435 + ], + "opposite_logprob_tokens": [ + -1.6008282899856567 + ], + "logprob_reward": -0.22582826018333435, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22582826018333435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1523025929927826, + 0.037074726074934006, + 0.026211975142359734, + 0.02913348190486431, + 0.055328454822301865, + 0.3172350525856018, + 0.03535305708646774, + 0.03537147119641304, + 0.030648885294795036, + 0.2813403010368347 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.22582826018333435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18014605343341827 + ], + "opposite_logprob_tokens": [ + -1.8051460981369019 + ], + "logprob_reward": -0.18014605343341827, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18014605343341827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042874496430158615, + 0.012733071111142635, + 0.02398868091404438, + 0.032126251608133316, + 0.375684916973114, + 0.3860616683959961, + 0.028272761031985283, + 0.013979611918330193, + 0.026435798034071922, + 0.05784274637699127 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.18014605343341827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07912712544202805 + ], + "opposite_logprob_tokens": [ + -2.579127073287964 + ], + "logprob_reward": -0.07912712544202805, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07912712544202805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1642482727766037, + 0.03605441004037857, + 0.049319736659526825, + 0.025177156552672386, + 0.06867270171642303, + 0.36263152956962585, + 0.029623016715049744, + 0.022869091480970383, + 0.08381782472133636, + 0.15758627653121948 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.07912712544202805 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning display of high-contrast photo-realism, a slow, sweeping, low-angle tracking shot glides over a majestic, solitary oak tree, standing defiantly on a grassy knoll beneath a vast, clear blue sky. Its ancient, heavy, gnarled branches, covered in deeply fissured and richly textured bark, snake skyward, their gnarled crown densely laden with ripe acorns. A powerful, unseen gust of wind suddenly strikes the tree, causing its entire massive trunk to bear up and its heavy branches to sway and shake violently. The movement is violent and energetic, with leaves swaying in a chaotic dance. The scene is defined by harsh, brilliant sunlight, creating a stark interplay of light and shadow; deep, inky shadows shift swiftly across the tree's richly textured bark and the sun-kissed leaves, which shimmer between vibrant emerald and near-black, generating a powerful and dramatic primal atmosphere that captures raw, untamed nature with visceral clarity.", + "seed": 5231, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_10/index_6559_seed_5231_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26690968722105024, + "vlm_logprob": -0.26690968722105024, + "vlm_yes_no_margin": 1.9750000059604644, + "vlm_token_credit": -0.26690968722105024, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06287914514541626 + ], + "opposite_logprob_tokens": [ + -2.8128790855407715 + ], + "logprob_reward": -0.06287914514541626, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06287914514541626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08579495549201965, + 0.055652908980846405, + 0.39613959193229675, + 0.058225665241479874, + 0.015393774025142193, + 0.3281484842300415, + 0.013161138631403446, + 0.007727302610874176, + 0.010795685462653637, + 0.028960462659597397 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.06287914514541626 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209724396467209 + ], + "opposite_logprob_tokens": [ + -2.8120973110198975 + ], + "logprob_reward": -0.06209724396467209, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209724396467209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10033132880926132, + 0.05157892778515816, + 0.4293822646141052, + 0.040061186999082565, + 0.08268673717975616, + 0.08294575661420822, + 0.16557654738426208, + 0.012661977671086788, + 0.011115376837551594, + 0.023659931495785713 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.06209724396467209 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156516134738922 + ], + "opposite_logprob_tokens": [ + -1.701565146446228 + ], + "logprob_reward": -0.20156516134738922, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156516134738922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20735876262187958, + 0.07077605277299881, + 0.29105430841445923, + 0.12315481901168823, + 0.06789766997098923, + 0.08274070918560028, + 0.03175241872668266, + 0.01677856221795082, + 0.018626349046826363, + 0.08986032009124756 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.20156516134738922 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742826223373413 + ], + "opposite_logprob_tokens": [ + -0.4742826521396637 + ], + "logprob_reward": -0.9742826223373413, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9742826223373413, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.048299528658390045, + 0.1069931611418724, + 0.1712450534105301, + 0.1601073294878006, + 0.053803447633981705, + 0.1360407918691635, + 0.04405977949500084, + 0.020901085808873177, + 0.0347009003162384, + 0.22384893894195557 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.9742826223373413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033724263310432434 + ], + "opposite_logprob_tokens": [ + -3.408724308013916 + ], + "logprob_reward": -0.033724263310432434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033724263310432434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05337172746658325, + 0.07848774641752243, + 0.5203225016593933, + 0.0708242803812027, + 0.027597637847065926, + 0.04561217129230499, + 0.07686896622180939, + 0.034047726541757584, + 0.021434791386127472, + 0.07143239676952362 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.033724263310432434 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a stunning display of high-contrast photo-realism, a slow, sweeping, low-angle tracking shot glides over a majestic, solitary oak tree, standing defiantly on a grassy knoll beneath a vast, clear blue sky. Its ancient, heavy, gnarled branches, covered in deeply fissured and richly textured bark, snake skyward, their gnarled crown densely laden with ripe acorns. A powerful, unseen gust of wind suddenly strikes the tree, causing its entire massive trunk to bear up and its heavy branches to sway and shake violently. The movement is violent and energetic, with leaves swaying in a chaotic dance. The scene is defined by harsh, brilliant sunlight, creating a stark interplay of light and shadow; deep, inky shadows shift swiftly across the tree's richly textured bark and the sun-kissed leaves, which shimmer between vibrant emerald and near-black, generating a powerful and dramatic primal atmosphere that captures raw, untamed nature with visceral clarity.", + "seed": 5232, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_10/index_6559_seed_5232_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10462930276989937, + "vlm_logprob": -0.10462930276989937, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.10462930276989937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0705176368355751 + ], + "opposite_logprob_tokens": [ + -2.6955175399780273 + ], + "logprob_reward": -0.0705176368355751, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0705176368355751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.125115305185318, + 0.0841880738735199, + 0.07445717602968216, + 0.05791907384991646, + 0.0669388547539711, + 0.14643196761608124, + 0.10723241418600082, + 0.09076065570116043, + 0.03531486168503761, + 0.2116416096687317 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0705176368355751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497968569397926 + ], + "opposite_logprob_tokens": [ + -2.9299798011779785 + ], + "logprob_reward": -0.05497968569397926, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497968569397926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06878051906824112, + 0.03914477676153183, + 0.03755573928356171, + 0.024334954097867012, + 0.025919312611222267, + 0.08321874588727951, + 0.2511175274848938, + 0.11839679628610611, + 0.07242002338171005, + 0.2791116237640381 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.05497968569397926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000803202390671 + ], + "opposite_logprob_tokens": [ + -2.6950080394744873 + ], + "logprob_reward": -0.07000803202390671, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000803202390671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02732669934630394, + 0.018765348941087723, + 0.015513895079493523, + 0.019034603610634804, + 0.04540911689400673, + 0.17983487248420715, + 0.4799498915672302, + 0.13579238951206207, + 0.018726471811532974, + 0.05964672937989235 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.07000803202390671 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343916058540344 + ], + "opposite_logprob_tokens": [ + -1.313439130783081 + ], + "logprob_reward": -0.31343916058540344, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343916058540344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05244820937514305, + 0.03555675968527794, + 0.03855603560805321, + 0.04207891225814819, + 0.058966394513845444, + 0.3371211588382721, + 0.23644529283046722, + 0.08137039840221405, + 0.03543692082166672, + 0.08201996237039566 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.31343916058540344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary oak tree with ancient, gnarled branches and a crown laden with ripe acorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tree standing on a grassy knoll beneath a vast, clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, sweeping, low-angle tracking shot gliding over the tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a sudden gust of wind cause the tree's trunk to bear up and its branches to sway and shake violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by harsh, brilliant sunlight creating stark, deep shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201998710632324 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014201998710632324, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201998710632324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15318113565444946, + 0.07340645790100098, + 0.03307581692934036, + 0.032078661024570465, + 0.03683260828256607, + 0.11947601288557053, + 0.11880391091108322, + 0.19120052456855774, + 0.061210997402668, + 0.18073388934135437 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.014201998710632324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_11/index_tensor([4780, 4780])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_11/index_tensor([4780, 4780])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..95b148ad0a4bc0b7b4eefc160fab647e8cf85407 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_11/index_tensor([4780, 4780])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion panning shot, shot from a slightly upward angle, slowly approaches Zhuge Liang, standing at the bow of a massive ancient warship. He wears a wide-sleeved, dark blue silk robe, its hem intricately embroidered with auspicious cloud patterns in silver thread, which flutters gently in the river breeze. In one hand, he calmly holds a feather fan made of pure white goose feathers, its handle made of warm, dark wood. The other hand rests naturally behind his back, his posture erect and steady as a pine tree, perched on the wet wooden deck, gently heaving with the waves. His face is lean, with a neatly trimmed long beard. His deep, piercing eyes gaze at the distant spot where the water meets the sky, their expression filled with the wisdom and tranquility of strategic planning. In the background, the vast, turbulent river, a deep gray-green hue, is visible. The massive hull of the warship plows through the waves with unwavering determination, stirring up white spray. The sky is filled with thick, layered clouds, with only a faint, divinely inspired golden light piercing the horizon, framing his silhouette with a bright rim of light. The entire painting is characterized by a cold, solemn and majestic tone. The combination of the figure's composed posture and the vast natural landscape creates an epic, historically rich atmosphere.", + "seed": 28152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_11/index_4780_seed_28152_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04634535275399685, + "vlm_logprob": -0.04634535275399685, + "vlm_yes_no_margin": 3.649999976158142, + "vlm_token_credit": -0.04634535275399685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14615191519260406 + ], + "opposite_logprob_tokens": [ + -2.0211520195007324 + ], + "logprob_reward": -0.14615191519260406, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14615191519260406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11846377700567245, + 0.030993513762950897, + 0.040476735681295395, + 0.05250437557697296, + 0.05899320915341377, + 0.05850312486290932, + 0.21174918115139008, + 0.19993071258068085, + 0.042960088700056076, + 0.18542516231536865 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.14615191519260406 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866885766386986 + ], + "opposite_logprob_tokens": [ + -3.04866886138916 + ], + "logprob_reward": -0.04866885766386986, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866885766386986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1346302330493927, + 0.06688356399536133, + 0.020604806020855904, + 0.034043796360492706, + 0.027434304356575012, + 0.02019246108829975, + 0.039127692580223083, + 0.41871437430381775, + 0.06273253262042999, + 0.17563627660274506 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.04866885766386986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108264084905386 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.01108264084905386, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108264084905386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09223148971796036, + 0.06776895374059677, + 0.05663670226931572, + 0.08645680546760559, + 0.041743747889995575, + 0.02078607678413391, + 0.14018632471561432, + 0.260079950094223, + 0.08064806461334229, + 0.15346188843250275 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.01108264084905386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198659643530846 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198659643530846, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018198659643530846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1159902960062027, + 0.08051251620054245, + 0.05850543454289436, + 0.05480874702334404, + 0.04500974342226982, + 0.028178822249174118, + 0.12935695052146912, + 0.244851753115654, + 0.10297290235757828, + 0.13981285691261292 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.018198659643530846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624690420925617 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624690420925617, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624690420925617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044301003217697144, + 0.04282094165682793, + 0.07602698355913162, + 0.049811605364084244, + 0.11894895881414413, + 0.01114047970622778, + 0.09023938328027725, + 0.4695263206958771, + 0.03548242896795273, + 0.061701927334070206 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.007624690420925617 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion panning shot, shot from a slightly upward angle, slowly approaches Zhuge Liang, standing at the bow of a massive ancient warship. He wears a wide-sleeved, dark blue silk robe, its hem intricately embroidered with auspicious cloud patterns in silver thread, which flutters gently in the river breeze. In one hand, he calmly holds a feather fan made of pure white goose feathers, its handle made of warm, dark wood. The other hand rests naturally behind his back, his posture erect and steady as a pine tree, perched on the wet wooden deck, gently heaving with the waves. His face is lean, with a neatly trimmed long beard. His deep, piercing eyes gaze at the distant spot where the water meets the sky, their expression filled with the wisdom and tranquility of strategic planning. In the background, the vast, turbulent river, a deep gray-green hue, is visible. The massive hull of the warship plows through the waves with unwavering determination, stirring up white spray. The sky is filled with thick, layered clouds, with only a faint, divinely inspired golden light piercing the horizon, framing his silhouette with a bright rim of light. The entire painting is characterized by a cold, solemn and majestic tone. The combination of the figure's composed posture and the vast natural landscape creates an epic, historically rich atmosphere.", + "seed": 28153, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_11/index_4780_seed_28153_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08778457827866078, + "vlm_logprob": -0.08778457827866078, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.08778457827866078, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2847132384777069 + ], + "opposite_logprob_tokens": [ + -1.4097132682800293 + ], + "logprob_reward": -0.2847132384777069, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2847132384777069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15411154925823212, + 0.23798589408397675, + 0.04509996250271797, + 0.019751645624637604, + 0.11133173853158951, + 0.07334942370653152, + 0.025130372494459152, + 0.020044760778546333, + 0.20897167921066284, + 0.10422304272651672 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.2847132384777069 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901819050312042 + ], + "opposite_logprob_tokens": [ + -2.5790181159973145 + ], + "logprob_reward": -0.07901819050312042, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901819050312042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09702889621257782, + 0.065313421189785, + 0.030009521171450615, + 0.01985679753124714, + 0.09226736426353455, + 0.07269247621297836, + 0.00505032716318965, + 0.006383850239217281, + 0.5508561134338379, + 0.060541242361068726 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.07901819050312042 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301467299461365 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301467299461365, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301467299461365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13716407120227814, + 0.12059732526540756, + 0.10981869697570801, + 0.04697878658771515, + 0.02817501500248909, + 0.055259764194488525, + 0.010839328169822693, + 0.024172116070985794, + 0.4074678122997284, + 0.05952714756131172 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.023301467299461365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200883641839027 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200883641839027, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200883641839027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21521060168743134, + 0.15415045619010925, + 0.03828555718064308, + 0.10056058317422867, + 0.027107898145914078, + 0.06767059117555618, + 0.01124516874551773, + 0.015843063592910767, + 0.24659836292266846, + 0.12332773208618164 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.018200883641839027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368911147117615 + ], + "opposite_logprob_tokens": [ + -3.408689022064209 + ], + "logprob_reward": -0.03368911147117615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368911147117615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08124644309282303, + 0.13232553005218506, + 0.046914611011743546, + 0.04158513993024826, + 0.03904147446155548, + 0.10020431131124496, + 0.0055771577171981335, + 0.005373471882194281, + 0.44408711791038513, + 0.10364473611116409 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.03368911147117615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion panning shot, shot from a slightly upward angle, slowly approaches Zhuge Liang, standing at the bow of a massive ancient warship. He wears a wide-sleeved, dark blue silk robe, its hem intricately embroidered with auspicious cloud patterns in silver thread, which flutters gently in the river breeze. In one hand, he calmly holds a feather fan made of pure white goose feathers, its handle made of warm, dark wood. The other hand rests naturally behind his back, his posture erect and steady as a pine tree, perched on the wet wooden deck, gently heaving with the waves. His face is lean, with a neatly trimmed long beard. His deep, piercing eyes gaze at the distant spot where the water meets the sky, their expression filled with the wisdom and tranquility of strategic planning. In the background, the vast, turbulent river, a deep gray-green hue, is visible. The massive hull of the warship plows through the waves with unwavering determination, stirring up white spray. The sky is filled with thick, layered clouds, with only a faint, divinely inspired golden light piercing the horizon, framing his silhouette with a bright rim of light. The entire painting is characterized by a cold, solemn and majestic tone. The combination of the figure's composed posture and the vast natural landscape creates an epic, historically rich atmosphere.", + "seed": 28154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_11/index_4780_seed_28154_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21659283991903067, + "vlm_logprob": -0.21659283991903067, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.21659283991903067, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4333755075931549 + ], + "opposite_logprob_tokens": [ + -1.0583754777908325 + ], + "logprob_reward": -0.4333755075931549, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4333755075931549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18012680113315582, + 0.05066938325762749, + 0.04165799543261528, + 0.03379811346530914, + 0.039014168083667755, + 0.03812719136476517, + 0.1651521921157837, + 0.13291147351264954, + 0.24772155284881592, + 0.07082117348909378 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.4333755075931549 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761382579803467 + ], + "opposite_logprob_tokens": [ + -0.8261382579803467 + ], + "logprob_reward": -0.5761382579803467, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761382579803467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34002596139907837, + 0.047299809753894806, + 0.10119611024856567, + 0.0354921780526638, + 0.03291352093219757, + 0.04770084470510483, + 0.06290409713983536, + 0.09248285740613937, + 0.12199325859546661, + 0.1179913803935051 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.5761382579803467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796871803700924 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.009796871803700924, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796871803700924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17615947127342224, + 0.08120254427194595, + 0.07509136945009232, + 0.054965246468782425, + 0.05949299409985542, + 0.07973186671733856, + 0.0541941374540329, + 0.05114321410655975, + 0.12349483370780945, + 0.2445242702960968 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.009796871803700924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596671849489212 + ], + "opposite_logprob_tokens": [ + -3.895596742630005 + ], + "logprob_reward": -0.020596671849489212, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596671849489212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24002878367900848, + 0.07867719233036041, + 0.13839632272720337, + 0.06696894019842148, + 0.09626985341310501, + 0.09338115155696869, + 0.03233889862895012, + 0.05280975624918938, + 0.07408362627029419, + 0.12704551219940186 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.020596671849489212 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305689036846161 + ], + "opposite_logprob_tokens": [ + -3.1680569648742676 + ], + "logprob_reward": -0.04305689036846161, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305689036846161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2540998160839081, + 0.09742421656847, + 0.1657450944185257, + 0.10943301767110825, + 0.04168066382408142, + 0.11805067211389542, + 0.040658384561538696, + 0.017383361235260963, + 0.07114943116903305, + 0.08437541127204895 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.04305689036846161 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion panning shot, shot from a slightly upward angle, slowly approaches Zhuge Liang, standing at the bow of a massive ancient warship. He wears a wide-sleeved, dark blue silk robe, its hem intricately embroidered with auspicious cloud patterns in silver thread, which flutters gently in the river breeze. In one hand, he calmly holds a feather fan made of pure white goose feathers, its handle made of warm, dark wood. The other hand rests naturally behind his back, his posture erect and steady as a pine tree, perched on the wet wooden deck, gently heaving with the waves. His face is lean, with a neatly trimmed long beard. His deep, piercing eyes gaze at the distant spot where the water meets the sky, their expression filled with the wisdom and tranquility of strategic planning. In the background, the vast, turbulent river, a deep gray-green hue, is visible. The massive hull of the warship plows through the waves with unwavering determination, stirring up white spray. The sky is filled with thick, layered clouds, with only a faint, divinely inspired golden light piercing the horizon, framing his silhouette with a bright rim of light. The entire painting is characterized by a cold, solemn and majestic tone. The combination of the figure's composed posture and the vast natural landscape creates an epic, historically rich atmosphere.", + "seed": 28155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_11/index_4780_seed_28155_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030773475393652917, + "vlm_logprob": -0.030773475393652917, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.030773475393652917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11632136255502701 + ], + "opposite_logprob_tokens": [ + -2.241321325302124 + ], + "logprob_reward": -0.11632136255502701, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11632136255502701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1415499448776245, + 0.052322547882795334, + 0.031611859798431396, + 0.1573704481124878, + 0.18675124645233154, + 0.08993270248174667, + 0.10368625074625015, + 0.08060050755739212, + 0.07343237102031708, + 0.0827421322464943 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.11632136255502701 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199829384684563 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018199829384684563, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199829384684563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15683232247829437, + 0.10442058742046356, + 0.1161685511469841, + 0.045211199671030045, + 0.14054132997989655, + 0.04647163301706314, + 0.1381189078092575, + 0.18619664013385773, + 0.023685272783041, + 0.04235350340604782 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.018199829384684563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950947757810354 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950947757810354, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950947757810354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11545922607183456, + 0.052825260907411575, + 0.05968494340777397, + 0.08176486194133759, + 0.165474995970726, + 0.11315881460905075, + 0.18397997319698334, + 0.07391119748353958, + 0.07979820668697357, + 0.07394251227378845 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.005950947757810354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978435855358839 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.00978435855358839, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978435855358839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054217781871557236, + 0.055992692708969116, + 0.054072488099336624, + 0.07453130185604095, + 0.3073921799659729, + 0.06044289097189903, + 0.11080516129732132, + 0.08783542364835739, + 0.059691574424505234, + 0.135018453001976 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.00978435855358839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow-motion pan that slowly approaches the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character Zhuge Liang standing at the bow of a massive ancient warship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character wear a wide-sleeved dark blue silk robe with silver embroidered cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a white feather fan with a dark wooden handle in one hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a turbulent deep gray-green river under a sky with thick clouds and faint golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036108787171542645 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.0036108787171542645, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036108787171542645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1671668142080307, + 0.09196598827838898, + 0.16916799545288086, + 0.12749223411083221, + 0.14495261013507843, + 0.056228019297122955, + 0.07697933167219162, + 0.08718817681074142, + 0.025041034445166588, + 0.05381785333156586 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0036108787171542645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_12/index_tensor([292, 292])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_12/index_tensor([292, 292])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c6f9d2ce89c0599bcc18f3dc7df50ecd110b1745 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_12/index_tensor([292, 292])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle shot rapidly moves upward from a ruined asphalt road to reveal a massive mecha against the backdrop of the scarred Tokyo Tower at dusk. The mecha's design blends realism and fantasy, constructed from polished white and dark blue metal panels, now worn and charred. Pulsating cyan light emanates from its vents and radiates along its panel lines, casting an ethereal glow over the surrounding smoke. The animation emphasizes its immense weight; with ponderous movements, the mecha extends its massive feet, causing the ground to tremble and crack. Visible through a translucent holographic display, within the cockpit lies a 16-year-old boy with sharp, stylized anime features, spiky blue hair, and a resolute gaze, gripping the controls, his knuckles white. As he decisively presses the throttle forward, the mecha's thrusters roar and ignite, sending it hurtling forward, its fists a blur of speed, trailed by sharp lines of motion through the air. The punch connects with the unseen enemy, triggering a catastrophic explosion; the scene is instantly engulfed in the impact frame of blinding white light, followed by a violent outward blast of fire, smoke, and flying debris, illuminating the intense, high-stakes atmosphere of the Dusk Battle.", + "seed": 32693, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_12/index_292_seed_32693_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02568061985075474, + "vlm_logprob": -0.02568061985075474, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.02568061985075474, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03914983570575714 + ], + "opposite_logprob_tokens": [ + -3.289149761199951 + ], + "logprob_reward": -0.03914983570575714, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03914983570575714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2174697369337082, + 0.1460200399160385, + 0.05101187154650688, + 0.19940195977687836, + 0.07867664843797684, + 0.04531710967421532, + 0.03742343932390213, + 0.09923557937145233, + 0.06724420934915543, + 0.05819934606552124 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03914983570575714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811875730752945 + ], + "opposite_logprob_tokens": [ + -3.288118839263916 + ], + "logprob_reward": -0.03811875730752945, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811875730752945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18063285946846008, + 0.5068738460540771, + 0.01808764599263668, + 0.050007954239845276, + 0.026933565735816956, + 0.04901186749339104, + 0.02955491654574871, + 0.0459507517516613, + 0.03188833221793175, + 0.06105826422572136 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03811875730752945 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262451246380806 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.005262451246380806, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262451246380806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08939021080732346, + 0.18542537093162537, + 0.05161053314805031, + 0.30045410990715027, + 0.06972382962703705, + 0.04306037351489067, + 0.037352725863456726, + 0.049407415091991425, + 0.09336039423942566, + 0.08021502941846848 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.005262451246380806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980896644294262 + ], + "opposite_logprob_tokens": [ + -3.52980899810791 + ], + "logprob_reward": -0.02980896644294262, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980896644294262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08810630440711975, + 0.03553587198257446, + 0.0269344262778759, + 0.06353270262479782, + 0.15204297006130219, + 0.297322154045105, + 0.036381419748067856, + 0.06125457212328911, + 0.15801353752613068, + 0.08087609708309174 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.02980896644294262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063088551163673 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063088551163673, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063088551163673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07435708492994308, + 0.15929043292999268, + 0.09488044679164886, + 0.04938589036464691, + 0.04782458022236824, + 0.0318707600235939, + 0.05371123179793358, + 0.04764791950583458, + 0.0869155153632164, + 0.3541160821914673 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.016063088551163673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot rapidly moves upward from a ruined asphalt road to reveal a massive mecha against the backdrop of the scarred Tokyo Tower at dusk. The mecha's design blends realism and fantasy, constructed from polished white and dark blue metal panels, now worn and charred. Pulsating cyan light emanates from its vents and radiates along its panel lines, casting an ethereal glow over the surrounding smoke. The animation emphasizes its immense weight; with ponderous movements, the mecha extends its massive feet, causing the ground to tremble and crack. Visible through a translucent holographic display, within the cockpit lies a 16-year-old boy with sharp, stylized anime features, spiky blue hair, and a resolute gaze, gripping the controls, his knuckles white. As he decisively presses the throttle forward, the mecha's thrusters roar and ignite, sending it hurtling forward, its fists a blur of speed, trailed by sharp lines of motion through the air. The punch connects with the unseen enemy, triggering a catastrophic explosion; the scene is instantly engulfed in the impact frame of blinding white light, followed by a violent outward blast of fire, smoke, and flying debris, illuminating the intense, high-stakes atmosphere of the Dusk Battle.", + "seed": 32694, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_12/index_292_seed_32694_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.047923733666539195, + "vlm_logprob": -0.047923733666539195, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.047923733666539195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1279003918170929 + ], + "opposite_logprob_tokens": [ + -2.1279003620147705 + ], + "logprob_reward": -0.1279003918170929, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1279003918170929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44374337792396545, + 0.054986048489809036, + 0.043431397527456284, + 0.035409554839134216, + 0.052754200994968414, + 0.13393834233283997, + 0.05316929891705513, + 0.13028192520141602, + 0.02144499495625496, + 0.03084089234471321 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.1279003918170929 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054987583309412 + ], + "opposite_logprob_tokens": [ + -2.929987668991089 + ], + "logprob_reward": -0.054987583309412, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054987583309412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32197293639183044, + 0.19293829798698425, + 0.026911240071058273, + 0.02476751245558262, + 0.09161673486232758, + 0.07109083980321884, + 0.04443958029150963, + 0.12789304554462433, + 0.04694446921348572, + 0.05142536759376526 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.054987583309412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795691817998886 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795691817998886, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795691817998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18425996601581573, + 0.048211291432380676, + 0.06167785823345184, + 0.0833955928683281, + 0.17964324355125427, + 0.07724577933549881, + 0.109232097864151, + 0.08291236311197281, + 0.04871626943349838, + 0.12470550090074539 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.009795691817998886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353277266025543 + ], + "opposite_logprob_tokens": [ + -3.651353359222412 + ], + "logprob_reward": -0.026353277266025543, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353277266025543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12471476942300797, + 0.02560603618621826, + 0.03687143698334694, + 0.03749912232160568, + 0.11571131646633148, + 0.23391559720039368, + 0.03387646749615669, + 0.26808813214302063, + 0.05000600963830948, + 0.07371106743812561 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.026353277266025543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581724122166634 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581724122166634, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581724122166634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27883994579315186, + 0.026126937940716743, + 0.03601803258061409, + 0.018658971413969994, + 0.04712577909231186, + 0.07927728444337845, + 0.054476022720336914, + 0.08844786882400513, + 0.042984407395124435, + 0.3280448317527771 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.020581724122166634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot rapidly moves upward from a ruined asphalt road to reveal a massive mecha against the backdrop of the scarred Tokyo Tower at dusk. The mecha's design blends realism and fantasy, constructed from polished white and dark blue metal panels, now worn and charred. Pulsating cyan light emanates from its vents and radiates along its panel lines, casting an ethereal glow over the surrounding smoke. The animation emphasizes its immense weight; with ponderous movements, the mecha extends its massive feet, causing the ground to tremble and crack. Visible through a translucent holographic display, within the cockpit lies a 16-year-old boy with sharp, stylized anime features, spiky blue hair, and a resolute gaze, gripping the controls, his knuckles white. As he decisively presses the throttle forward, the mecha's thrusters roar and ignite, sending it hurtling forward, its fists a blur of speed, trailed by sharp lines of motion through the air. The punch connects with the unseen enemy, triggering a catastrophic explosion; the scene is instantly engulfed in the impact frame of blinding white light, followed by a violent outward blast of fire, smoke, and flying debris, illuminating the intense, high-stakes atmosphere of the Dusk Battle.", + "seed": 32695, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_12/index_292_seed_32695_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04773230105638504, + "vlm_logprob": -0.04773230105638504, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.04773230105638504, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06321302056312561 + ], + "opposite_logprob_tokens": [ + -2.8132131099700928 + ], + "logprob_reward": -0.06321302056312561, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06321302056312561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11432690173387527, + 0.06669709831476212, + 0.49338287115097046, + 0.14369654655456543, + 0.02140692062675953, + 0.01874699629843235, + 0.04197954386472702, + 0.038511380553245544, + 0.020802659913897514, + 0.04044916480779648 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.06321302056312561 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062083352357149124 + ], + "opposite_logprob_tokens": [ + -2.8120832443237305 + ], + "logprob_reward": -0.062083352357149124, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062083352357149124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.304657906293869, + 0.06109435856342316, + 0.15478090941905975, + 0.06059623137116432, + 0.06151038408279419, + 0.03967428579926491, + 0.11205460876226425, + 0.048573773354291916, + 0.07133275270462036, + 0.08572468161582947 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.062083352357149124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011090893298387527 + ], + "opposite_logprob_tokens": [ + -4.5110907554626465 + ], + "logprob_reward": -0.011090893298387527, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011090893298387527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17060315608978271, + 0.02348036877810955, + 0.5277729034423828, + 0.033618129789829254, + 0.01989476941525936, + 0.02065579779446125, + 0.06598398834466934, + 0.061874568462371826, + 0.034110527485609055, + 0.042005814611911774 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.011090893298387527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302748799324036 + ], + "opposite_logprob_tokens": [ + -3.7733027935028076 + ], + "logprob_reward": -0.023302748799324036, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302748799324036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12650279700756073, + 0.033591900020837784, + 0.3316606879234314, + 0.02345236949622631, + 0.017865970730781555, + 0.03216521069407463, + 0.10533757507801056, + 0.0345798060297966, + 0.23326867818832397, + 0.0615750327706337 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.023302748799324036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789714902639389 + ], + "opposite_logprob_tokens": [ + -2.5789713859558105 + ], + "logprob_reward": -0.0789714902639389, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789714902639389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10335547477006912, + 0.03854691609740257, + 0.34439244866371155, + 0.045649558305740356, + 0.03721169754862785, + 0.03059038333594799, + 0.110954150557518, + 0.18895691633224487, + 0.03634834289550781, + 0.0639941468834877 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.0789714902639389 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot rapidly moves upward from a ruined asphalt road to reveal a massive mecha against the backdrop of the scarred Tokyo Tower at dusk. The mecha's design blends realism and fantasy, constructed from polished white and dark blue metal panels, now worn and charred. Pulsating cyan light emanates from its vents and radiates along its panel lines, casting an ethereal glow over the surrounding smoke. The animation emphasizes its immense weight; with ponderous movements, the mecha extends its massive feet, causing the ground to tremble and crack. Visible through a translucent holographic display, within the cockpit lies a 16-year-old boy with sharp, stylized anime features, spiky blue hair, and a resolute gaze, gripping the controls, his knuckles white. As he decisively presses the throttle forward, the mecha's thrusters roar and ignite, sending it hurtling forward, its fists a blur of speed, trailed by sharp lines of motion through the air. The punch connects with the unseen enemy, triggering a catastrophic explosion; the scene is instantly engulfed in the impact frame of blinding white light, followed by a violent outward blast of fire, smoke, and flying debris, illuminating the intense, high-stakes atmosphere of the Dusk Battle.", + "seed": 32696, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_12/index_292_seed_32696_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03132026102393866, + "vlm_logprob": -0.03132026102393866, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.03132026102393866, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04919636994600296 + ], + "opposite_logprob_tokens": [ + -3.049196481704712 + ], + "logprob_reward": -0.04919636994600296, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04919636994600296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.255135178565979, + 0.06466969102621078, + 0.14509576559066772, + 0.05618894100189209, + 0.2813882827758789, + 0.022624991834163666, + 0.058254264295101166, + 0.01782558113336563, + 0.06583941727876663, + 0.03297789394855499 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.04919636994600296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355832815170288 + ], + "opposite_logprob_tokens": [ + -3.651355743408203 + ], + "logprob_reward": -0.026355832815170288, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355832815170288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36085766553878784, + 0.17811653017997742, + 0.10902871191501617, + 0.09254451096057892, + 0.03571988642215729, + 0.03648299351334572, + 0.08329647779464722, + 0.012339870445430279, + 0.049830853939056396, + 0.04178246110677719 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026355832815170288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203409664332867 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203409664332867, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203409664332867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10420337319374084, + 0.11038638651371002, + 0.08465296775102615, + 0.11885590106248856, + 0.2043764740228653, + 0.05681056156754494, + 0.11776549369096756, + 0.06385351717472076, + 0.050057243555784225, + 0.08903811126947403 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.014203409664332867 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662953078746796 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.048662953078746796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662953078746796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1289578676223755, + 0.11637590825557709, + 0.11435139924287796, + 0.07535999268293381, + 0.06376951187849045, + 0.27657750248908997, + 0.08108194917440414, + 0.05405191332101822, + 0.05709463357925415, + 0.03237929195165634 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.048662953078746796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video start with a low-angle shot that rapidly moves upward from a ruined asphalt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive mecha visible against the backdrop of a scarred Tokyo Tower at dusk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mecha feature polished white and dark blue metal panels that are worn and charred with pulsating cyan light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a 16-year-old boy with spiky blue hair and sharp anime features visible inside the translucent holographic cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mecha extend its massive feet to cause the ground to tremble and crack before punching forward and triggering a catastrophic explosion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13516491651535034, + 0.10934421420097351, + 0.05438704416155815, + 0.07826202362775803, + 0.08776423335075378, + 0.11768843233585358, + 0.11841394007205963, + 0.037545397877693176, + 0.1251530796289444, + 0.1362767368555069 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.01818273961544037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_13/index_tensor([9519, 9519])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_13/index_tensor([9519, 9519])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bfa65e3ca2d2ee2ad9ec32840501d2c7cced158b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_13/index_tensor([9519, 9519])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, overhead tracking shot follows a massive icebreaker as it majestically navigates the vast expanse of Arctic ice. Painted a striking, weathered red, its sturdy steel prow bears the scratches and rust of past voyages, it pushes forward with an unstoppable, steady, and powerful rhythm. Under the vibrant light of Makoto Shinkai's signature aesthetic—a low-hanging sun paints the sky a soft hue of pink, purple, and golden orange—each time the prow collides with the meters-thick ice, the world seems to freeze. As the ice groans and cracks with a bang, countless ice crystals are instantly launched into a spectacular cloud of particles. Under the extreme slow-motion effects, these ice crystals are no longer chaotic fragments, but dance and spin gracefully in the air. Each tiny crystal accurately captures and refracts the dreamy light in the sky, like billions of suspended diamonds, shining with a rainbow spectrum, and drawing out slender and beautiful halo stripes in the lens, combining the tremendous power of machinery with the instantaneous beauty of nature into a visual picture that is both magnificent and full of poetry and emotion.", + "seed": 25437, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_13/index_9519_seed_25437_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06701169470325112, + "vlm_logprob": -0.06701169470325112, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.06701169470325112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005594311747699976 + ], + "opposite_logprob_tokens": [ + -5.255594253540039 + ], + "logprob_reward": -0.005594311747699976, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005594311747699976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1575423926115036, + 0.05523254722356796, + 0.02762678451836109, + 0.05104444921016693, + 0.4386552572250366, + 0.04173436015844345, + 0.04079950600862503, + 0.07516460120677948, + 0.04161911457777023, + 0.07058095932006836 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.005594311747699976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31344717741012573 + ], + "opposite_logprob_tokens": [ + -1.3134472370147705 + ], + "logprob_reward": -0.31344717741012573, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31344717741012573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18135803937911987, + 0.09040841460227966, + 0.039074599742889404, + 0.027533607557415962, + 0.364401638507843, + 0.08123179525136948, + 0.03829360380768776, + 0.03495674580335617, + 0.0603814497590065, + 0.08236009627580643 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.31344717741012573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674353027716279 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.00674353027716279, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674353027716279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052906785160303116, + 0.020052094012498856, + 0.036629751324653625, + 0.04715348035097122, + 0.5001382827758789, + 0.04151332750916481, + 0.04436729848384857, + 0.11987508833408356, + 0.11796734482049942, + 0.019396625459194183 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.00674353027716279 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640049301087856 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.004640049301087856, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640049301087856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05572381243109703, + 0.03994416072964668, + 0.06287739425897598, + 0.07396043092012405, + 0.4210836589336395, + 0.05240326002240181, + 0.049924902617931366, + 0.1151638776063919, + 0.06609358638525009, + 0.06282486766576767 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.004640049301087856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633404780179262 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633404780179262, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633404780179262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02764788828790188, + 0.026346638798713684, + 0.025666309520602226, + 0.0751761794090271, + 0.4345622658729553, + 0.07873083651065826, + 0.039171166718006134, + 0.09372550249099731, + 0.14966294169425964, + 0.049310266971588135 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.004633404780179262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, overhead tracking shot follows a massive icebreaker as it majestically navigates the vast expanse of Arctic ice. Painted a striking, weathered red, its sturdy steel prow bears the scratches and rust of past voyages, it pushes forward with an unstoppable, steady, and powerful rhythm. Under the vibrant light of Makoto Shinkai's signature aesthetic—a low-hanging sun paints the sky a soft hue of pink, purple, and golden orange—each time the prow collides with the meters-thick ice, the world seems to freeze. As the ice groans and cracks with a bang, countless ice crystals are instantly launched into a spectacular cloud of particles. Under the extreme slow-motion effects, these ice crystals are no longer chaotic fragments, but dance and spin gracefully in the air. Each tiny crystal accurately captures and refracts the dreamy light in the sky, like billions of suspended diamonds, shining with a rainbow spectrum, and drawing out slender and beautiful halo stripes in the lens, combining the tremendous power of machinery with the instantaneous beauty of nature into a visual picture that is both magnificent and full of poetry and emotion.", + "seed": 25438, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_13/index_9519_seed_25438_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040296683087944984, + "vlm_logprob": -0.040296683087944984, + "vlm_yes_no_margin": 3.4999999523162844, + "vlm_token_credit": -0.040296683087944984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043550848960876465 + ], + "opposite_logprob_tokens": [ + -3.168550968170166 + ], + "logprob_reward": -0.043550848960876465, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043550848960876465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1890878826379776, + 0.08245142549276352, + 0.0827501192688942, + 0.04184809327125549, + 0.03700908273458481, + 0.0672362819314003, + 0.08101285994052887, + 0.26612547039985657, + 0.10670067369937897, + 0.04577808454632759 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.043550848960876465 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906149119138718 + ], + "opposite_logprob_tokens": [ + -2.4640614986419678 + ], + "logprob_reward": -0.08906149119138718, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906149119138718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0741778090596199, + 0.06591816246509552, + 0.030872810631990433, + 0.048414446413517, + 0.031919196248054504, + 0.2749181389808655, + 0.09154698252677917, + 0.16347266733646393, + 0.09282365441322327, + 0.1259361207485199 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.08906149119138718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190113827586174 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018190113827586174, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018190113827586174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05016080290079117, + 0.026566486805677414, + 0.031750716269016266, + 0.04762396588921547, + 0.015933260321617126, + 0.146162748336792, + 0.01864699088037014, + 0.31300610303878784, + 0.15359090268611908, + 0.19655807316303253 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.018190113827586174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633090019226074 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007633090019226074, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633090019226074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050512783229351044, + 0.02309650182723999, + 0.03528923913836479, + 0.04326393082737923, + 0.022083280608057976, + 0.1127142608165741, + 0.02146080881357193, + 0.4146789014339447, + 0.1306816041469574, + 0.14621871709823608 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.007633090019226074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304787144064903 + ], + "opposite_logprob_tokens": [ + -3.1680479049682617 + ], + "logprob_reward": -0.04304787144064903, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304787144064903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0971873477101326, + 0.0381237268447876, + 0.042426805943250656, + 0.0316479355096817, + 0.02912162058055401, + 0.26452234387397766, + 0.033549778163433075, + 0.2887917459011078, + 0.10775980353355408, + 0.0668688639998436 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.04304787144064903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, overhead tracking shot follows a massive icebreaker as it majestically navigates the vast expanse of Arctic ice. Painted a striking, weathered red, its sturdy steel prow bears the scratches and rust of past voyages, it pushes forward with an unstoppable, steady, and powerful rhythm. Under the vibrant light of Makoto Shinkai's signature aesthetic—a low-hanging sun paints the sky a soft hue of pink, purple, and golden orange—each time the prow collides with the meters-thick ice, the world seems to freeze. As the ice groans and cracks with a bang, countless ice crystals are instantly launched into a spectacular cloud of particles. Under the extreme slow-motion effects, these ice crystals are no longer chaotic fragments, but dance and spin gracefully in the air. Each tiny crystal accurately captures and refracts the dreamy light in the sky, like billions of suspended diamonds, shining with a rainbow spectrum, and drawing out slender and beautiful halo stripes in the lens, combining the tremendous power of machinery with the instantaneous beauty of nature into a visual picture that is both magnificent and full of poetry and emotion.", + "seed": 25439, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_13/index_9519_seed_25439_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027379455231130122, + "vlm_logprob": -0.027379455231130122, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.027379455231130122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012117109261453152 + ], + "opposite_logprob_tokens": [ + -4.5121169090271 + ], + "logprob_reward": -0.012117109261453152, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012117109261453152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35165029764175415, + 0.059895895421504974, + 0.14647480845451355, + 0.059450969099998474, + 0.13067574799060822, + 0.04113989323377609, + 0.04383775219321251, + 0.0693422481417656, + 0.025601448491215706, + 0.0719309076666832 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.012117109261453152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004282623529434 + ], + "opposite_logprob_tokens": [ + -2.695042848587036 + ], + "logprob_reward": -0.07004282623529434, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004282623529434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27048808336257935, + 0.11120925098657608, + 0.09371872246265411, + 0.08592436462640762, + 0.11637768894433975, + 0.07745964080095291, + 0.06044095382094383, + 0.04196491092443466, + 0.08396836370229721, + 0.05844791978597641 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.07004282623529434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634967863559723 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634967863559723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634967863559723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13759265840053558, + 0.08021852374076843, + 0.0690697580575943, + 0.03449319303035736, + 0.1038401797413826, + 0.023271316662430763, + 0.03482559695839882, + 0.2553409934043884, + 0.13877058029174805, + 0.12257721275091171 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02634967863559723 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199766330420971 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199766330420971, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199766330420971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.199461430311203, + 0.11428773403167725, + 0.05344085767865181, + 0.06417564302682877, + 0.1878325492143631, + 0.07858389616012573, + 0.03169586881995201, + 0.062344785779714584, + 0.09800594300031662, + 0.11017125844955444 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014199766330420971 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187895692884922 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187895692884922, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187895692884922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36616021394729614, + 0.044250763952732086, + 0.051996685564517975, + 0.0409504771232605, + 0.40313467383384705, + 0.016775956377387047, + 0.01418379507958889, + 0.014727046713232994, + 0.012083034962415695, + 0.03573731333017349 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.014187895692884922 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, overhead tracking shot follows a massive icebreaker as it majestically navigates the vast expanse of Arctic ice. Painted a striking, weathered red, its sturdy steel prow bears the scratches and rust of past voyages, it pushes forward with an unstoppable, steady, and powerful rhythm. Under the vibrant light of Makoto Shinkai's signature aesthetic—a low-hanging sun paints the sky a soft hue of pink, purple, and golden orange—each time the prow collides with the meters-thick ice, the world seems to freeze. As the ice groans and cracks with a bang, countless ice crystals are instantly launched into a spectacular cloud of particles. Under the extreme slow-motion effects, these ice crystals are no longer chaotic fragments, but dance and spin gracefully in the air. Each tiny crystal accurately captures and refracts the dreamy light in the sky, like billions of suspended diamonds, shining with a rainbow spectrum, and drawing out slender and beautiful halo stripes in the lens, combining the tremendous power of machinery with the instantaneous beauty of nature into a visual picture that is both magnificent and full of poetry and emotion.", + "seed": 25440, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_13/index_9519_seed_25440_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03460051198489964, + "vlm_logprob": -0.03460051198489964, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.03460051198489964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003753879340365529 + ], + "opposite_logprob_tokens": [ + -5.753753662109375 + ], + "logprob_reward": -0.003753879340365529, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003753879340365529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16392739117145538, + 0.07539532333612442, + 0.0662866085767746, + 0.20989441871643066, + 0.13793423771858215, + 0.05949821695685387, + 0.054762136191129684, + 0.10018425434827805, + 0.06742983311414719, + 0.0646875873208046 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.003753879340365529 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282101392745972 + ], + "opposite_logprob_tokens": [ + -2.0178210735321045 + ], + "logprob_reward": -0.14282101392745972, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282101392745972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1067294105887413, + 0.05995655804872513, + 0.09475400298833847, + 0.13327962160110474, + 0.18531687557697296, + 0.0919949859380722, + 0.10668046027421951, + 0.10626324266195297, + 0.06004901975393295, + 0.05497581511735916 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.14282101392745972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791087359189987 + ], + "opposite_logprob_tokens": [ + -4.634790897369385 + ], + "logprob_reward": -0.009791087359189987, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791087359189987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09088876098394394, + 0.13649144768714905, + 0.057916510850191116, + 0.06975908577442169, + 0.17101240158081055, + 0.1687525361776352, + 0.07832768559455872, + 0.07291802763938904, + 0.10566427558660507, + 0.04826922342181206 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.009791087359189987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546183541417122 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012546183541417122, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546183541417122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11133628338575363, + 0.07662997394800186, + 0.06471973657608032, + 0.05781173333525658, + 0.09626388549804688, + 0.07616587728261948, + 0.11583014577627182, + 0.14538323879241943, + 0.15022073686122894, + 0.10563842952251434 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.012546183541417122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive icebreaker ship painted a striking, weathered red?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned overhead and tracking the ship as it moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ship collide with meters-thick ice, causing it to crack and launch ice crystals into the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the ice crystals shown in extreme slow motion, dancing and spinning gracefully while refracting light into rainbow spectra and halo stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky lit by a low-hanging sun with soft hues of pink, purple, and golden orange?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040903957560658455 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.0040903957560658455, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040903957560658455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17266175150871277, + 0.2099718302488327, + 0.10792319476604462, + 0.048059482127428055, + 0.03227939084172249, + 0.03934114798903465, + 0.04509498178958893, + 0.18820863962173462, + 0.09092951565980911, + 0.06553005427122116 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0040903957560658455 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_14/index_tensor([4148, 4148])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_14/index_tensor([4148, 4148])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7a2a219509eda1ab2e69b51b83bf8467651353ea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_14/index_tensor([4148, 4148])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic overhead shot reveals a massive lava insect rising from the utter darkness of the void. The creature's massive body is composed of a cracked obsidian carapace, a glow of incandescent magma seeping from deep within the cracks, as if the fury of the earth's core has been given life. Its translucent wings, like superheated amber, are covered in an intricate web of fiery veins and vibrate explosively at a rate too fast to be perceived by the naked eye. These frenzied movements instantly unleash a chaotic storm of countless glowing embers and delicate, swirling ash, resembling an inverted volcanic eruption against the pitch-black backdrop. With each violent flap of its wings, its massive form is propelled vertically upward by an unparalleled force, soaring into the sky. A strong and dramatic backlight originating from behind it completely engulfs the side of it facing the camera in deep shadows, but the sharp flames like a knife edge outline the contours of each of its jagged limbs and hideous head, forming the iconic and tense contrast of light and shadow of the Caravaggio school. The whole scene is filled with a primitive, violent and awe-inspiring doomsday aesthetic atmosphere.", + "seed": 24706, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_14/index_4148_seed_24706_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04958494501188397, + "vlm_logprob": -0.04958494501188397, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.04958494501188397, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006509528495371342 + ], + "opposite_logprob_tokens": [ + -5.131509304046631 + ], + "logprob_reward": -0.006509528495371342, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006509528495371342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1619596928358078, + 0.08028063178062439, + 0.04616795852780342, + 0.04958023130893707, + 0.20597516000270844, + 0.025817999616265297, + 0.136415496468544, + 0.07054173946380615, + 0.07584568858146667, + 0.1474154144525528 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.006509528495371342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410939147695899 + ], + "opposite_logprob_tokens": [ + -5.5041093826293945 + ], + "logprob_reward": -0.00410939147695899, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410939147695899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0766935646533966, + 0.06686218082904816, + 0.0326906219124794, + 0.15464697778224945, + 0.15202593803405762, + 0.029162779450416565, + 0.040083590894937515, + 0.15424968302249908, + 0.11355032026767731, + 0.1800343543291092 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.00410939147695899 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298001728951931 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.0298001728951931, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298001728951931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06230548396706581, + 0.08758103102445602, + 0.032449085265398026, + 0.0972071960568428, + 0.2652761936187744, + 0.04659580811858177, + 0.03575482219457626, + 0.13573874533176422, + 0.10365471988916397, + 0.13343685865402222 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.0298001728951931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155444741249084 + ], + "opposite_logprob_tokens": [ + -1.7015544176101685 + ], + "logprob_reward": -0.20155444741249084, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155444741249084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1667674481868744, + 0.08270961791276932, + 0.12285678833723068, + 0.03204714506864548, + 0.29396572709083557, + 0.022159595042467117, + 0.019279617816209793, + 0.1905648559331894, + 0.033992014825344086, + 0.03565717861056328 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.20155444741249084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951184779405594 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951184779405594, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951184779405594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18568216264247894, + 0.1082567349076271, + 0.061329275369644165, + 0.11651221662759781, + 0.20874357223510742, + 0.04466220363974571, + 0.05363139510154724, + 0.08613602072000504, + 0.055474549531936646, + 0.0795719176530838 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.005951184779405594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic overhead shot reveals a massive lava insect rising from the utter darkness of the void. The creature's massive body is composed of a cracked obsidian carapace, a glow of incandescent magma seeping from deep within the cracks, as if the fury of the earth's core has been given life. Its translucent wings, like superheated amber, are covered in an intricate web of fiery veins and vibrate explosively at a rate too fast to be perceived by the naked eye. These frenzied movements instantly unleash a chaotic storm of countless glowing embers and delicate, swirling ash, resembling an inverted volcanic eruption against the pitch-black backdrop. With each violent flap of its wings, its massive form is propelled vertically upward by an unparalleled force, soaring into the sky. A strong and dramatic backlight originating from behind it completely engulfs the side of it facing the camera in deep shadows, but the sharp flames like a knife edge outline the contours of each of its jagged limbs and hideous head, forming the iconic and tense contrast of light and shadow of the Caravaggio school. The whole scene is filled with a primitive, violent and awe-inspiring doomsday aesthetic atmosphere.", + "seed": 24707, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_14/index_4148_seed_24707_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02645493559539318, + "vlm_logprob": -0.02645493559539318, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.02645493559539318, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07047608494758606 + ], + "opposite_logprob_tokens": [ + -2.6954760551452637 + ], + "logprob_reward": -0.07047608494758606, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07047608494758606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08526339381933212, + 0.02395850419998169, + 0.10212256759405136, + 0.0708097591996193, + 0.02774329110980034, + 0.148495614528656, + 0.2995413839817047, + 0.10093958675861359, + 0.05393190309405327, + 0.08719400316476822 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.07047608494758606 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004654881544411182 + ], + "opposite_logprob_tokens": [ + -5.379654884338379 + ], + "logprob_reward": -0.004654881544411182, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004654881544411182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04978084936738014, + 0.06913711875677109, + 0.02951452136039734, + 0.09637100994586945, + 0.037107691168785095, + 0.06978146731853485, + 0.2805948853492737, + 0.0960143432021141, + 0.19488397240638733, + 0.07681410759687424 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.004654881544411182 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190933391451836 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190933391451836, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190933391451836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060371462255716324, + 0.063686303794384, + 0.03533679246902466, + 0.1456272304058075, + 0.032249584794044495, + 0.07026179879903793, + 0.19555766880512238, + 0.09009648859500885, + 0.12554413080215454, + 0.1812686175107956 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.018190933391451836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700406551361084 + ], + "opposite_logprob_tokens": [ + -3.408700466156006 + ], + "logprob_reward": -0.033700406551361084, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700406551361084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02380802109837532, + 0.03537653014063835, + 0.02199065126478672, + 0.050838761031627655, + 0.048694465309381485, + 0.05213280767202377, + 0.6655075550079346, + 0.034692760556936264, + 0.022542886435985565, + 0.044415537267923355 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.033700406551361084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252371542155743 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252371542155743, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252371542155743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05388092249631882, + 0.06809662282466888, + 0.0610220693051815, + 0.07253899425268173, + 0.060619257390499115, + 0.07817212492227554, + 0.43865346908569336, + 0.07962241768836975, + 0.03047710843384266, + 0.05691707879304886 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.005252371542155743 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic overhead shot reveals a massive lava insect rising from the utter darkness of the void. The creature's massive body is composed of a cracked obsidian carapace, a glow of incandescent magma seeping from deep within the cracks, as if the fury of the earth's core has been given life. Its translucent wings, like superheated amber, are covered in an intricate web of fiery veins and vibrate explosively at a rate too fast to be perceived by the naked eye. These frenzied movements instantly unleash a chaotic storm of countless glowing embers and delicate, swirling ash, resembling an inverted volcanic eruption against the pitch-black backdrop. With each violent flap of its wings, its massive form is propelled vertically upward by an unparalleled force, soaring into the sky. A strong and dramatic backlight originating from behind it completely engulfs the side of it facing the camera in deep shadows, but the sharp flames like a knife edge outline the contours of each of its jagged limbs and hideous head, forming the iconic and tense contrast of light and shadow of the Caravaggio school. The whole scene is filled with a primitive, violent and awe-inspiring doomsday aesthetic atmosphere.", + "seed": 24708, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_14/index_4148_seed_24708_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008044251101091504, + "vlm_logprob": -0.008044251101091504, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.008044251101091504, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01016688160598278 + ], + "opposite_logprob_tokens": [ + -4.635166645050049 + ], + "logprob_reward": -0.01016688160598278, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01016688160598278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2278979867696762, + 0.10159504413604736, + 0.10960296541452408, + 0.048531729727983475, + 0.25963154435157776, + 0.07921376079320908, + 0.047008514404296875, + 0.022702990099787712, + 0.03980650380253792, + 0.06400900334119797 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.01016688160598278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028299542609602213 + ], + "opposite_logprob_tokens": [ + -5.8778300285339355 + ], + "logprob_reward": -0.0028299542609602213, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028299542609602213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.142477348446846, + 0.10632938146591187, + 0.11197584122419357, + 0.09139157086610794, + 0.22005698084831238, + 0.04049234837293625, + 0.08340093493461609, + 0.10076608508825302, + 0.028425388038158417, + 0.07468412816524506 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0028299542609602213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17632630467414856, + 0.05389511212706566, + 0.07625840604305267, + 0.07944206893444061, + 0.33464711904525757, + 0.10828608274459839, + 0.043615180999040604, + 0.050221748650074005, + 0.025550518184900284, + 0.05175743252038956 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.012537354603409767 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072147637605667 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072147637605667, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072147637605667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12413033843040466, + 0.06308408081531525, + 0.055407557636499405, + 0.037314172834157944, + 0.5119906067848206, + 0.04313661903142929, + 0.03229060024023056, + 0.07743623107671738, + 0.013272503390908241, + 0.04193727672100067 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.011072147637605667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036149173974990845 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036149173974990845, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036149173974990845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13440334796905518, + 0.07434181869029999, + 0.14653874933719635, + 0.0942135602235794, + 0.2524934411048889, + 0.12173395603895187, + 0.0462116077542305, + 0.04027358815073967, + 0.02931807190179825, + 0.060471899807453156 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0036149173974990845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic overhead shot reveals a massive lava insect rising from the utter darkness of the void. The creature's massive body is composed of a cracked obsidian carapace, a glow of incandescent magma seeping from deep within the cracks, as if the fury of the earth's core has been given life. Its translucent wings, like superheated amber, are covered in an intricate web of fiery veins and vibrate explosively at a rate too fast to be perceived by the naked eye. These frenzied movements instantly unleash a chaotic storm of countless glowing embers and delicate, swirling ash, resembling an inverted volcanic eruption against the pitch-black backdrop. With each violent flap of its wings, its massive form is propelled vertically upward by an unparalleled force, soaring into the sky. A strong and dramatic backlight originating from behind it completely engulfs the side of it facing the camera in deep shadows, but the sharp flames like a knife edge outline the contours of each of its jagged limbs and hideous head, forming the iconic and tense contrast of light and shadow of the Caravaggio school. The whole scene is filled with a primitive, violent and awe-inspiring doomsday aesthetic atmosphere.", + "seed": 24709, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_14/index_4148_seed_24709_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17014350220561028, + "vlm_logprob": -0.17014350220561028, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.17014350220561028, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055265672504901886 + ], + "opposite_logprob_tokens": [ + -2.9302656650543213 + ], + "logprob_reward": -0.055265672504901886, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055265672504901886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20225860178470612, + 0.04639420658349991, + 0.025555945932865143, + 0.03433271497488022, + 0.10272245854139328, + 0.027866598218679428, + 0.05875224620103836, + 0.08270737528800964, + 0.37246841192245483, + 0.04694152995944023 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.055265672504901886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753476802259684 + ], + "opposite_logprob_tokens": [ + -5.006753444671631 + ], + "logprob_reward": -0.006753476802259684, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753476802259684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2256205677986145, + 0.17583434283733368, + 0.06921340525150299, + 0.08110355585813522, + 0.0893021747469902, + 0.0798611119389534, + 0.08707179874181747, + 0.061221975833177567, + 0.08165516704320908, + 0.0491158626973629 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.006753476802259684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286908864974976 + ], + "opposite_logprob_tokens": [ + -3.773286819458008 + ], + "logprob_reward": -0.023286908864974976, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286908864974976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19881853461265564, + 0.05795653164386749, + 0.08424589782953262, + 0.0692158192396164, + 0.04433741420507431, + 0.05900276452302933, + 0.04193556308746338, + 0.06662735342979431, + 0.3319024443626404, + 0.045957691967487335 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.023286908864974976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577804923057556 + ], + "opposite_logprob_tokens": [ + -0.6327804923057556 + ], + "logprob_reward": -0.7577804923057556, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577804923057556, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2035161703824997, + 0.035241443663835526, + 0.09657296538352966, + 0.05388309806585312, + 0.042627446353435516, + 0.16504710912704468, + 0.2880898118019104, + 0.03222784772515297, + 0.04271641746163368, + 0.04007769376039505 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.7577804923057556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive insect-like creature with a cracked obsidian carapace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have translucent amber wings with fiery veins that vibrate explosively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the creature propelled vertically upward, unleashing a storm of glowing embers and swirling ash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a dramatic overhead angle against a pitch-black void backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a strong backlight creating deep shadows on the creature while outlining its jagged limbs with sharp flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630960550159216 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630960550159216, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630960550159216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24551327526569366, + 0.05210041254758835, + 0.09741853177547455, + 0.04999064654111862, + 0.05237048491835594, + 0.11411431431770325, + 0.10491646826267242, + 0.04704899713397026, + 0.20073789358139038, + 0.03578895330429077 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.007630960550159216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_15/index_tensor([5825, 5825])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_15/index_tensor([5825, 5825])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bfdf7812214bf32f610303089d86f18871234473 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_15/index_tensor([5825, 5825])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera captures a steady, first-person perspective from the cockpit of a deep-sea submersible, drifting silently and deliberately forward through the darkness of the abyss. The only interior illumination comes from the soft, cool glow of the digital instrument panel, its blue and green readouts and blinking indicator lights reflected faintly on the thickly reinforced circular observation area. Outside, the submersible's powerful cone of cool white light cuts through the inky water, revealing a vast alien landscape of the seafloor below, covered in dense, shimmering, circular metallic nodules that gleam under the artificial light. Ethereal bioluminescence, resembling ghostly jellyfish and swarms of tiny, glowing specks, drifts gracefully across the observation area, like a slow-motion starfield, their soft cyan and white glow gently pulsing through the oppressive depths. In the distance, a massive, chimney-like hydrothermal vent looms, continuously spewing thick, opaque black smoke that billows upward into the shattered void. The entire scene is rendered in a distinctly dark anime style, characterized by sharp, hard-edged shadows, high contrast, and a moody blue-black color palette, creating an atmosphere of isolated wonder and eerie, solemn silence.", + "seed": 21365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_15/index_5825_seed_21365_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05909408032894135, + "vlm_logprob": -0.05909408032894135, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.05909408032894135, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06657397001981735 + ], + "opposite_logprob_tokens": [ + -2.8165738582611084 + ], + "logprob_reward": -0.06657397001981735, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06657397001981735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11899568885564804, + 0.0618872195482254, + 0.09957872331142426, + 0.09479141235351562, + 0.09041694551706314, + 0.09987404942512512, + 0.10266245156526566, + 0.17169593274593353, + 0.09636105597019196, + 0.06373654305934906 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.06657397001981735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016110599040985107 + ], + "opposite_logprob_tokens": [ + -4.141110420227051 + ], + "logprob_reward": -0.016110599040985107, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016110599040985107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23257210850715637, + 0.034655336290597916, + 0.16497397422790527, + 0.12366486340761185, + 0.052437085658311844, + 0.07093939930200577, + 0.09198184311389923, + 0.10667505860328674, + 0.05420268699526787, + 0.06789766997098923 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.016110599040985107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036187181249260902 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036187181249260902, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036187181249260902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13956379890441895, + 0.09532114863395691, + 0.052046507596969604, + 0.06380239129066467, + 0.04627959057688713, + 0.1710304617881775, + 0.1467517763376236, + 0.15985071659088135, + 0.06193506345152855, + 0.06341847777366638 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.0036187181249260902 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624453864991665 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624453864991665, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624453864991665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0957731157541275, + 0.06451398879289627, + 0.038298383355140686, + 0.054047826677560806, + 0.09422487020492554, + 0.0764569565653801, + 0.1199718788266182, + 0.16081877052783966, + 0.1527414470911026, + 0.14315275847911835 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.007624453864991665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015426605939865 + ], + "opposite_logprob_tokens": [ + -1.701542615890503 + ], + "logprob_reward": -0.2015426605939865, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015426605939865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16320085525512695, + 0.0526573583483696, + 0.055793359875679016, + 0.05179770663380623, + 0.0739482119679451, + 0.09051871299743652, + 0.12906195223331451, + 0.27305710315704346, + 0.08119224011898041, + 0.0287725068628788 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.2015426605939865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera captures a steady, first-person perspective from the cockpit of a deep-sea submersible, drifting silently and deliberately forward through the darkness of the abyss. The only interior illumination comes from the soft, cool glow of the digital instrument panel, its blue and green readouts and blinking indicator lights reflected faintly on the thickly reinforced circular observation area. Outside, the submersible's powerful cone of cool white light cuts through the inky water, revealing a vast alien landscape of the seafloor below, covered in dense, shimmering, circular metallic nodules that gleam under the artificial light. Ethereal bioluminescence, resembling ghostly jellyfish and swarms of tiny, glowing specks, drifts gracefully across the observation area, like a slow-motion starfield, their soft cyan and white glow gently pulsing through the oppressive depths. In the distance, a massive, chimney-like hydrothermal vent looms, continuously spewing thick, opaque black smoke that billows upward into the shattered void. The entire scene is rendered in a distinctly dark anime style, characterized by sharp, hard-edged shadows, high contrast, and a moody blue-black color palette, creating an atmosphere of isolated wonder and eerie, solemn silence.", + "seed": 21366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_15/index_5825_seed_21366_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05115365758538246, + "vlm_logprob": -0.05115365758538246, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05115365758538246, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018873045220971107 + ], + "opposite_logprob_tokens": [ + -4.14387321472168 + ], + "logprob_reward": -0.018873045220971107, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018873045220971107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05784941837191582, + 0.06627853959798813, + 0.4813862144947052, + 0.09638447314500809, + 0.043950073421001434, + 0.08018594235181808, + 0.06955831497907639, + 0.027793703600764275, + 0.042029380798339844, + 0.034583985805511475 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.018873045220971107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094901710748672 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.011094901710748672, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094901710748672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08544223755598068, + 0.06038326397538185, + 0.28218770027160645, + 0.04030206426978111, + 0.22385919094085693, + 0.050759829580783844, + 0.15166790783405304, + 0.03266826272010803, + 0.03741355240345001, + 0.03531602770090103 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.011094901710748672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978105328977108 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.00978105328977108, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978105328977108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10204491019248962, + 0.24279889464378357, + 0.04461226612329483, + 0.10046225041151047, + 0.094499871134758, + 0.09328499436378479, + 0.043001364916563034, + 0.18084383010864258, + 0.04637724906206131, + 0.052074383944272995 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.00978105328977108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270134150981903 + ], + "opposite_logprob_tokens": [ + -2.1270134449005127 + ], + "logprob_reward": -0.1270134150981903, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270134150981903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2641376256942749, + 0.10724575817584991, + 0.08526968210935593, + 0.06348623335361481, + 0.09658915549516678, + 0.08154737949371338, + 0.04501902684569359, + 0.14621759951114655, + 0.030106989666819572, + 0.08038052916526794 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.1270134150981903 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900587260723114 + ], + "opposite_logprob_tokens": [ + -2.464005947113037 + ], + "logprob_reward": -0.08900587260723114, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900587260723114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12029296159744263, + 0.10765577107667923, + 0.06968271732330322, + 0.04868383705615997, + 0.15697894990444183, + 0.149746835231781, + 0.0512564554810524, + 0.05391689017415047, + 0.04686786234378815, + 0.1949176788330078 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.08900587260723114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera captures a steady, first-person perspective from the cockpit of a deep-sea submersible, drifting silently and deliberately forward through the darkness of the abyss. The only interior illumination comes from the soft, cool glow of the digital instrument panel, its blue and green readouts and blinking indicator lights reflected faintly on the thickly reinforced circular observation area. Outside, the submersible's powerful cone of cool white light cuts through the inky water, revealing a vast alien landscape of the seafloor below, covered in dense, shimmering, circular metallic nodules that gleam under the artificial light. Ethereal bioluminescence, resembling ghostly jellyfish and swarms of tiny, glowing specks, drifts gracefully across the observation area, like a slow-motion starfield, their soft cyan and white glow gently pulsing through the oppressive depths. In the distance, a massive, chimney-like hydrothermal vent looms, continuously spewing thick, opaque black smoke that billows upward into the shattered void. The entire scene is rendered in a distinctly dark anime style, characterized by sharp, hard-edged shadows, high contrast, and a moody blue-black color palette, creating an atmosphere of isolated wonder and eerie, solemn silence.", + "seed": 21367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_15/index_5825_seed_21367_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09011379778385162, + "vlm_logprob": -0.09011379778385162, + "vlm_yes_no_margin": 2.624999976158142, + "vlm_token_credit": -0.09011379778385162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05848250910639763 + ], + "opposite_logprob_tokens": [ + -2.9334824085235596 + ], + "logprob_reward": -0.05848250910639763, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05848250910639763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14230963587760925, + 0.09958168864250183, + 0.031017236411571503, + 0.0900387093424797, + 0.02516833320260048, + 0.3260986804962158, + 0.026293158531188965, + 0.03737187758088112, + 0.10990428179502487, + 0.11221637576818466 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.05848250910639763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309091717004776 + ], + "opposite_logprob_tokens": [ + -3.1680908203125 + ], + "logprob_reward": -0.04309091717004776, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309091717004776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3460334241390228, + 0.10736262053251266, + 0.07236490398645401, + 0.08036332577466965, + 0.044063955545425415, + 0.09616130590438843, + 0.0330292172729969, + 0.04848637804389, + 0.08507054299116135, + 0.08706432580947876 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04309091717004776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635258063673973 + ], + "opposite_logprob_tokens": [ + -3.651352643966675 + ], + "logprob_reward": -0.02635258063673973, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635258063673973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12072975933551788, + 0.10537552833557129, + 0.04557512700557709, + 0.11444579064846039, + 0.025972655043005943, + 0.3201068639755249, + 0.042466022074222565, + 0.0733327567577362, + 0.07710505276918411, + 0.07489051669836044 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.02635258063673973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986495792865753 + ], + "opposite_logprob_tokens": [ + -1.8048650026321411 + ], + "logprob_reward": -0.17986495792865753, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986495792865753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13168545067310333, + 0.09426473081111908, + 0.11887960880994797, + 0.163507342338562, + 0.033908259123563766, + 0.05625399202108383, + 0.08231278508901596, + 0.24200743436813354, + 0.036798179149627686, + 0.04038221761584282 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.17986495792865753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277802407741547 + ], + "opposite_logprob_tokens": [ + -2.017777919769287 + ], + "logprob_reward": -0.14277802407741547, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14277802407741547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2794681191444397, + 0.16989333927631378, + 0.06387250870466232, + 0.13008974492549896, + 0.022278694435954094, + 0.057052213698625565, + 0.028893593698740005, + 0.0762951448559761, + 0.11509012430906296, + 0.057066574692726135 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.14277802407741547 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera captures a steady, first-person perspective from the cockpit of a deep-sea submersible, drifting silently and deliberately forward through the darkness of the abyss. The only interior illumination comes from the soft, cool glow of the digital instrument panel, its blue and green readouts and blinking indicator lights reflected faintly on the thickly reinforced circular observation area. Outside, the submersible's powerful cone of cool white light cuts through the inky water, revealing a vast alien landscape of the seafloor below, covered in dense, shimmering, circular metallic nodules that gleam under the artificial light. Ethereal bioluminescence, resembling ghostly jellyfish and swarms of tiny, glowing specks, drifts gracefully across the observation area, like a slow-motion starfield, their soft cyan and white glow gently pulsing through the oppressive depths. In the distance, a massive, chimney-like hydrothermal vent looms, continuously spewing thick, opaque black smoke that billows upward into the shattered void. The entire scene is rendered in a distinctly dark anime style, characterized by sharp, hard-edged shadows, high contrast, and a moody blue-black color palette, creating an atmosphere of isolated wonder and eerie, solemn silence.", + "seed": 21368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_15/index_5825_seed_21368_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13807560317218304, + "vlm_logprob": -0.13807560317218304, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.13807560317218304, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3533134460449219 + ], + "opposite_logprob_tokens": [ + -1.2283134460449219 + ], + "logprob_reward": -0.3533134460449219, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3533134460449219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2272450178861618, + 0.07307785004377365, + 0.022747160866856575, + 0.05634374916553497, + 0.07300491631031036, + 0.04498438537120819, + 0.09956538677215576, + 0.18913495540618896, + 0.1359872817993164, + 0.07790924608707428 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.3533134460449219 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910238742828369 + ], + "opposite_logprob_tokens": [ + -2.464102268218994 + ], + "logprob_reward": -0.08910238742828369, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910238742828369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30157938599586487, + 0.10020854324102402, + 0.03735165670514107, + 0.047084104269742966, + 0.04545103758573532, + 0.06050468608736992, + 0.1045248731970787, + 0.1957131326198578, + 0.07922818511724472, + 0.028354475274682045 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.08910238742828369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645249530673027 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645249530673027, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645249530673027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25365808606147766, + 0.07745751738548279, + 0.05496339127421379, + 0.059983029961586, + 0.04308760166168213, + 0.08015091717243195, + 0.2010044902563095, + 0.05097011476755142, + 0.0698823630809784, + 0.10884243994951248 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.008645249530673027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897137850522995 + ], + "opposite_logprob_tokens": [ + -2.5789713859558105 + ], + "logprob_reward": -0.07897137850522995, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897137850522995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043757639825344086, + 0.02028484456241131, + 0.032246340066194534, + 0.047854792326688766, + 0.0480789914727211, + 0.0407184399664402, + 0.024710286408662796, + 0.03361298143863678, + 0.18726910650730133, + 0.5214665532112122 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.07897137850522995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a steady first-person view from inside a submersible cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the interior illuminated by a soft cool glow from a digital instrument panel with blue and green readouts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a cone of cool white light cut through the darkness to reveal a seafloor covered in dense, shimmering, circular metallic nodules?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive chimney-like hydrothermal vent visible in the distance spewing thick opaque black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a dark anime style with sharp hard-edged shadows, high contrast, and a moody blue-black color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034555435180664 + ], + "opposite_logprob_tokens": [ + -1.9103455543518066 + ], + "logprob_reward": -0.16034555435180664, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034555435180664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1307809054851532, + 0.06755689531564713, + 0.09342548996210098, + 0.06684810668230057, + 0.0794757828116417, + 0.13062545657157898, + 0.09269577264785767, + 0.04752109572291374, + 0.09621187299489975, + 0.1948586106300354 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.16034555435180664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_2/index_tensor([2245, 2245])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_2/index_tensor([2245, 2245])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fd2d5c6b0ea3e853bd496b229d2a766d934ca9f9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_2/index_tensor([2245, 2245])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, full-body photograph captures the intense courtship ritual between two serrated river crabs, their bodies rendered in hyperrealistic CGI, highlighting every minute texture and damp sheen. They lie amidst moss-covered rocks in a clear, shallow stream, dappled sunlight filtering through the unseen forest canopy, casting a dancing, corroded pattern across the scene. One freshwater crab, its carapace a complex mosaic of dark brown and pale ochre, cautiously approaches the other with slow, deliberate sideways swoops. Its legs carefully rest on the velvety green moss clinging to the damp river rocks. Steadily and deliberately, it extends its large right claw, its claw slightly open, in a subtle, non-threatening display. The second crab remains motionless, like a cautious, observing statue, its eyestalks intently tracking the suitor's advances, its own claws firmly tucked against its body. Clear water flows gently around them, revealing the sandy, pebbly riverbed beneath, creating an atmosphere of palpable tranquility, a natural tension where the raw drama unfolds with lifelike precision.", + "seed": 17318, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_2/index_2245_seed_17318_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1497245065867901, + "vlm_logprob": -0.1497245065867901, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.1497245065867901, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6396618485450745 + ], + "opposite_logprob_tokens": [ + -0.7646618485450745 + ], + "logprob_reward": -0.6396618485450745, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6396618485450745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2560465931892395, + 0.09265892952680588, + 0.09372200071811676, + 0.07727731019258499, + 0.0609392449259758, + 0.11211270838975906, + 0.14070473611354828, + 0.07285138964653015, + 0.039537154138088226, + 0.054149895906448364 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.6396618485450745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016100391745567322 + ], + "opposite_logprob_tokens": [ + -4.1411004066467285 + ], + "logprob_reward": -0.016100391745567322, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016100391745567322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21651659905910492, + 0.056835588067770004, + 0.05311490222811699, + 0.03938251733779907, + 0.05573226511478424, + 0.051223933696746826, + 0.4620991051197052, + 0.012051180005073547, + 0.01710009016096592, + 0.03594382107257843 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.016100391745567322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608455553650856 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.01608455553650856, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608455553650856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15414807200431824, + 0.2781033515930176, + 0.04713989794254303, + 0.06341274827718735, + 0.0356299988925457, + 0.07799484580755234, + 0.09099195897579193, + 0.06010502576828003, + 0.11198996752500534, + 0.08048411458730698 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.01608455553650856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033718615770339966 + ], + "opposite_logprob_tokens": [ + -3.4087185859680176 + ], + "logprob_reward": -0.033718615770339966, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033718615770339966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20939093828201294, + 0.18801455199718475, + 0.0561390146613121, + 0.0471716932952404, + 0.15422435104846954, + 0.046885889023542404, + 0.11870750784873962, + 0.03257186338305473, + 0.061947934329509735, + 0.08494625985622406 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033718615770339966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057121336460114 + ], + "opposite_logprob_tokens": [ + -3.1680572032928467 + ], + "logprob_reward": -0.043057121336460114, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057121336460114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10433711856603622, + 0.14975523948669434, + 0.05802219733595848, + 0.0635024756193161, + 0.13561998307704926, + 0.137881338596344, + 0.10253862291574478, + 0.16843317449092865, + 0.044089097529649734, + 0.035820722579956055 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.043057121336460114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, full-body photograph captures the intense courtship ritual between two serrated river crabs, their bodies rendered in hyperrealistic CGI, highlighting every minute texture and damp sheen. They lie amidst moss-covered rocks in a clear, shallow stream, dappled sunlight filtering through the unseen forest canopy, casting a dancing, corroded pattern across the scene. One freshwater crab, its carapace a complex mosaic of dark brown and pale ochre, cautiously approaches the other with slow, deliberate sideways swoops. Its legs carefully rest on the velvety green moss clinging to the damp river rocks. Steadily and deliberately, it extends its large right claw, its claw slightly open, in a subtle, non-threatening display. The second crab remains motionless, like a cautious, observing statue, its eyestalks intently tracking the suitor's advances, its own claws firmly tucked against its body. Clear water flows gently around them, revealing the sandy, pebbly riverbed beneath, creating an atmosphere of palpable tranquility, a natural tension where the raw drama unfolds with lifelike precision.", + "seed": 17319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_2/index_2245_seed_17319_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2235637079924345, + "vlm_logprob": -0.2235637079924345, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.2235637079924345, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9824796319007874 + ], + "opposite_logprob_tokens": [ + -0.48247963190078735 + ], + "logprob_reward": -0.9824796319007874, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9824796319007874, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16463038325309753, + 0.14494504034519196, + 0.0575191006064415, + 0.050577495247125626, + 0.09348788112401962, + 0.11763864010572433, + 0.05453172326087952, + 0.04928627237677574, + 0.09795673936605453, + 0.16942666471004486 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.9824796319007874 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023343509063124657 + ], + "opposite_logprob_tokens": [ + -3.773343563079834 + ], + "logprob_reward": -0.023343509063124657, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023343509063124657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17969252169132233, + 0.1188364177942276, + 0.0902244970202446, + 0.05511064827442169, + 0.03948839753866196, + 0.15440545976161957, + 0.0644851103425026, + 0.09239192306995392, + 0.11238539218902588, + 0.0929795429110527 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.023343509063124657 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023310784250497818 + ], + "opposite_logprob_tokens": [ + -3.773310899734497 + ], + "logprob_reward": -0.023310784250497818, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023310784250497818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16824309527873993, + 0.09853749722242355, + 0.05638456344604492, + 0.04157346114516258, + 0.05233612656593323, + 0.11029717326164246, + 0.04912860319018364, + 0.11030213534832001, + 0.21686002612113953, + 0.09633734822273254 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.023310784250497818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372783586382866 + ], + "opposite_logprob_tokens": [ + -3.4087278842926025 + ], + "logprob_reward": -0.03372783586382866, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372783586382866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13518962264060974, + 0.12234605848789215, + 0.07659193128347397, + 0.04553398862481117, + 0.08657702058553696, + 0.08820034563541412, + 0.0404813215136528, + 0.12105019390583038, + 0.23190687596797943, + 0.052122633904218674 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.03372783586382866 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495677888393402 + ], + "opposite_logprob_tokens": [ + -2.9299566745758057 + ], + "logprob_reward": -0.05495677888393402, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495677888393402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2401597499847412, + 0.13456600904464722, + 0.06591857969760895, + 0.051570966839790344, + 0.06929678469896317, + 0.24038910865783691, + 0.04145774617791176, + 0.032886069267988205, + 0.07088068127632141, + 0.05287427455186844 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.05495677888393402 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, full-body photograph captures the intense courtship ritual between two serrated river crabs, their bodies rendered in hyperrealistic CGI, highlighting every minute texture and damp sheen. They lie amidst moss-covered rocks in a clear, shallow stream, dappled sunlight filtering through the unseen forest canopy, casting a dancing, corroded pattern across the scene. One freshwater crab, its carapace a complex mosaic of dark brown and pale ochre, cautiously approaches the other with slow, deliberate sideways swoops. Its legs carefully rest on the velvety green moss clinging to the damp river rocks. Steadily and deliberately, it extends its large right claw, its claw slightly open, in a subtle, non-threatening display. The second crab remains motionless, like a cautious, observing statue, its eyestalks intently tracking the suitor's advances, its own claws firmly tucked against its body. Clear water flows gently around them, revealing the sandy, pebbly riverbed beneath, creating an atmosphere of palpable tranquility, a natural tension where the raw drama unfolds with lifelike precision.", + "seed": 17320, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_2/index_2245_seed_17320_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07073634322732687, + "vlm_logprob": -0.07073634322732687, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07073634322732687, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26172617077827454 + ], + "opposite_logprob_tokens": [ + -1.5117261409759521 + ], + "logprob_reward": -0.26172617077827454, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26172617077827454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10278364270925522, + 0.050766732543706894, + 0.03088412433862686, + 0.13391849398612976, + 0.031557876616716385, + 0.09171697497367859, + 0.18787822127342224, + 0.09612303972244263, + 0.09273427724838257, + 0.18163661658763885 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.26172617077827454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029834074899554253 + ], + "opposite_logprob_tokens": [ + -3.529834032058716 + ], + "logprob_reward": -0.029834074899554253, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029834074899554253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06474290043115616, + 0.08618978410959244, + 0.2653921842575073, + 0.043507274240255356, + 0.01681552827358246, + 0.052737023681402206, + 0.16616985201835632, + 0.13354554772377014, + 0.14541774988174438, + 0.02548213303089142 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.029834074899554253 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206700026988983 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206700026988983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206700026988983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07069432735443115, + 0.12982714176177979, + 0.07557593286037445, + 0.04306672513484955, + 0.02583000808954239, + 0.07982397824525833, + 0.3192901611328125, + 0.07145404815673828, + 0.11055539548397064, + 0.07388222962617874 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.014206700026988983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372299671173096 + ], + "opposite_logprob_tokens": [ + -3.4087228775024414 + ], + "logprob_reward": -0.03372299671173096, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372299671173096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0790650025010109, + 0.08145622164011002, + 0.076787069439888, + 0.12854334712028503, + 0.06726787239313126, + 0.1283520758152008, + 0.07450108230113983, + 0.11153139919042587, + 0.11986470222473145, + 0.132631316781044 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.03372299671173096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191773720085621 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191773720085621, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191773720085621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0800856202840805, + 0.24032115936279297, + 0.05733860284090042, + 0.1096593365073204, + 0.06611602753400803, + 0.09061410278081894, + 0.12296861410140991, + 0.1052524596452713, + 0.0830869972705841, + 0.04455701261758804 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.014191773720085621 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, full-body photograph captures the intense courtship ritual between two serrated river crabs, their bodies rendered in hyperrealistic CGI, highlighting every minute texture and damp sheen. They lie amidst moss-covered rocks in a clear, shallow stream, dappled sunlight filtering through the unseen forest canopy, casting a dancing, corroded pattern across the scene. One freshwater crab, its carapace a complex mosaic of dark brown and pale ochre, cautiously approaches the other with slow, deliberate sideways swoops. Its legs carefully rest on the velvety green moss clinging to the damp river rocks. Steadily and deliberately, it extends its large right claw, its claw slightly open, in a subtle, non-threatening display. The second crab remains motionless, like a cautious, observing statue, its eyestalks intently tracking the suitor's advances, its own claws firmly tucked against its body. Clear water flows gently around them, revealing the sandy, pebbly riverbed beneath, creating an atmosphere of palpable tranquility, a natural tension where the raw drama unfolds with lifelike precision.", + "seed": 17321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_2/index_2245_seed_17321_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1210784986615181, + "vlm_logprob": -0.1210784986615181, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.1210784986615181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4808287024497986 + ], + "opposite_logprob_tokens": [ + -0.9808287024497986 + ], + "logprob_reward": -0.4808287024497986, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4808287024497986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14965569972991943, + 0.05546223744750023, + 0.36772629618644714, + 0.322980672121048, + 0.029172787442803383, + 0.018933821469545364, + 0.020735006779432297, + 0.011930277571082115, + 0.010749353095889091, + 0.012653854675590992 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.4808287024497986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026381956413388252 + ], + "opposite_logprob_tokens": [ + -3.6513819694519043 + ], + "logprob_reward": -0.026381956413388252, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026381956413388252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24211713671684265, + 0.037752844393253326, + 0.19864021241664886, + 0.1836974024772644, + 0.018354056403040886, + 0.05256211385130882, + 0.17244769632816315, + 0.05606130138039589, + 0.009188213385641575, + 0.029179053381085396 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.026381956413388252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636268176138401 + ], + "opposite_logprob_tokens": [ + -3.651362657546997 + ], + "logprob_reward": -0.02636268176138401, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636268176138401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2033640295267105, + 0.11651476472616196, + 0.3353322744369507, + 0.11661993712186813, + 0.020499303936958313, + 0.06601864099502563, + 0.047995973378419876, + 0.0510672852396965, + 0.012690413743257523, + 0.029897451400756836 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02636268176138401 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372391685843468 + ], + "opposite_logprob_tokens": [ + -3.408723831176758 + ], + "logprob_reward": -0.03372391685843468, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372391685843468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18071724474430084, + 0.061131399124860764, + 0.37436342239379883, + 0.1059480607509613, + 0.03212212398648262, + 0.06927546113729477, + 0.06760349124670029, + 0.06360162794589996, + 0.01659805327653885, + 0.02863909676671028 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.03372391685843468 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and is the shot a static full-body photograph?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two serrated river crabs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one crab approaching the other with slow, deliberate sideways movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the second crab remaining motionless with its eyestalks tracking the first crab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a clear, shallow stream with moss-covered rocks and dappled sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809523582458496 + ], + "opposite_logprob_tokens": [ + -3.288095235824585 + ], + "logprob_reward": -0.03809523582458496, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809523582458496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14830677211284637, + 0.06667913496494293, + 0.09339691698551178, + 0.5701667070388794, + 0.03577655926346779, + 0.022218355908989906, + 0.015622914768755436, + 0.0167147908359766, + 0.01331902202218771, + 0.017798859626054764 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.03809523582458496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_3/index_tensor([8940, 8940])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_3/index_tensor([8940, 8940])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b7a9e3d5e11452a4786453592c315d4f0d76a8db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_3/index_tensor([8940, 8940])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, close-up, static shot, rendered in classic 16-bit game art, focuses on a powerful hand, trembling slightly with suppressed emotion, its knuckles white with exertion. The hand tightly grips a simple wooden brush, veins visible against the pixelated skin. To one side, a candle's pixelated flame flickers, casting a shaky, halftone-like shadow across the rough wooden table in a cycling of warm yellow and orange pixels, shrouding much of the scene in gloom. A brush tip, saturated with rich black ink, strokes across the rough, yellowed paper with resolute, heavy force, leaving behind a deep, powerful stroke. With an uncontrollable tremor, a heavy drop of ink falls from the tip, rapidly spreading across the paper in an ever-expanding mass of black pixels, like a silent oath. Although the camera mainly focuses on his hands, we can still catch a glimpse of the face of this leopard-headed, round-eyed strong man distorted by grief and anger. His furrowed brows and wide-open angry eyes, under the limited tones and clear pixel blocks, convey a solemn, resolute and tragic atmosphere full of retro gaming feel.", + "seed": 1795, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_3/index_8940_seed_1795_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12892743665724993, + "vlm_logprob": -0.12892743665724993, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.12892743665724993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4339165985584259 + ], + "opposite_logprob_tokens": [ + -1.0589165687561035 + ], + "logprob_reward": -0.4339165985584259, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4339165985584259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11511648446321487, + 0.05945439636707306, + 0.03688816353678703, + 0.015570461750030518, + 0.08426559716463089, + 0.5989910364151001, + 0.01683940179646015, + 0.032950419932603836, + 0.029402684420347214, + 0.01052136905491352 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.4339165985584259 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109004497528076 + ], + "opposite_logprob_tokens": [ + -3.288109064102173 + ], + "logprob_reward": -0.038109004497528076, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109004497528076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05524509772658348, + 0.060018330812454224, + 0.08524823933839798, + 0.02203444577753544, + 0.10583477467298508, + 0.5273017287254333, + 0.031566791236400604, + 0.033263351768255234, + 0.05911022797226906, + 0.020376989617943764 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.038109004497528076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636489786207676 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636489786207676, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636489786207676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11112190783023834, + 0.08953028172254562, + 0.052454642951488495, + 0.02525063417851925, + 0.1397843360900879, + 0.31570419669151306, + 0.07234620302915573, + 0.07506134361028671, + 0.09227553755044937, + 0.026470953598618507 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.004636489786207676 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890236496925354 + ], + "opposite_logprob_tokens": [ + -2.4640235900878906 + ], + "logprob_reward": -0.0890236496925354, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890236496925354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1023697480559349, + 0.023218801245093346, + 0.03623487800359726, + 0.01850377768278122, + 0.08602487295866013, + 0.5932292342185974, + 0.025645600631833076, + 0.04347371682524681, + 0.06228458508849144, + 0.009014803916215897 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0890236496925354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895144075155258 + ], + "opposite_logprob_tokens": [ + -2.578951358795166 + ], + "logprob_reward": -0.07895144075155258, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895144075155258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08875394612550735, + 0.08983916789293289, + 0.08043617010116577, + 0.02154199220240116, + 0.05793694034218788, + 0.4431014955043793, + 0.05725908651947975, + 0.11449070274829865, + 0.031157979741692543, + 0.015482497401535511 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.07895144075155258 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up, static shot, rendered in classic 16-bit game art, focuses on a powerful hand, trembling slightly with suppressed emotion, its knuckles white with exertion. The hand tightly grips a simple wooden brush, veins visible against the pixelated skin. To one side, a candle's pixelated flame flickers, casting a shaky, halftone-like shadow across the rough wooden table in a cycling of warm yellow and orange pixels, shrouding much of the scene in gloom. A brush tip, saturated with rich black ink, strokes across the rough, yellowed paper with resolute, heavy force, leaving behind a deep, powerful stroke. With an uncontrollable tremor, a heavy drop of ink falls from the tip, rapidly spreading across the paper in an ever-expanding mass of black pixels, like a silent oath. Although the camera mainly focuses on his hands, we can still catch a glimpse of the face of this leopard-headed, round-eyed strong man distorted by grief and anger. His furrowed brows and wide-open angry eyes, under the limited tones and clear pixel blocks, convey a solemn, resolute and tragic atmosphere full of retro gaming feel.", + "seed": 1796, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_3/index_8940_seed_1796_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14923198223114015, + "vlm_logprob": -0.14923198223114015, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.14923198223114015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3501453697681427 + ], + "opposite_logprob_tokens": [ + -1.2251453399658203 + ], + "logprob_reward": -0.3501453697681427, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3501453697681427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2144155353307724, + 0.08936597406864166, + 0.028841326013207436, + 0.182672381401062, + 0.07949010282754898, + 0.061766427010297775, + 0.10322608053684235, + 0.02132606878876686, + 0.0372159518301487, + 0.18168006837368011 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.3501453697681427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903618901968002 + ], + "opposite_logprob_tokens": [ + -2.464036226272583 + ], + "logprob_reward": -0.08903618901968002, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903618901968002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20034417510032654, + 0.2961312234401703, + 0.11278847604990005, + 0.1279110312461853, + 0.03973070904612541, + 0.07593931257724762, + 0.03601851314306259, + 0.02307865396142006, + 0.04758632555603981, + 0.04047161340713501 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.08903618901968002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038093626499176025 + ], + "opposite_logprob_tokens": [ + -3.2880935668945312 + ], + "logprob_reward": -0.038093626499176025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038093626499176025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3699473738670349, + 0.1274212896823883, + 0.09620394557714462, + 0.08230877667665482, + 0.059333451092243195, + 0.04823153093457222, + 0.045348525047302246, + 0.01871871016919613, + 0.06844254583120346, + 0.0840439423918724 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.038093626499176025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890248492360115 + ], + "opposite_logprob_tokens": [ + -2.464024782180786 + ], + "logprob_reward": -0.0890248492360115, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890248492360115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18474917113780975, + 0.09904038161039352, + 0.06181511655449867, + 0.20445147156715393, + 0.04335564747452736, + 0.09494326263666153, + 0.04217899963259697, + 0.0259722750633955, + 0.14753499627113342, + 0.0959586501121521 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0890248492360115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985987663269043 + ], + "opposite_logprob_tokens": [ + -1.8048598766326904 + ], + "logprob_reward": -0.17985987663269043, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985987663269043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38749995827674866, + 0.20109714567661285, + 0.03093395009636879, + 0.05996018275618553, + 0.04583984985947609, + 0.04121164605021477, + 0.07670719176530838, + 0.029843179509043694, + 0.05343038588762283, + 0.07347646355628967 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.17985987663269043 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up, static shot, rendered in classic 16-bit game art, focuses on a powerful hand, trembling slightly with suppressed emotion, its knuckles white with exertion. The hand tightly grips a simple wooden brush, veins visible against the pixelated skin. To one side, a candle's pixelated flame flickers, casting a shaky, halftone-like shadow across the rough wooden table in a cycling of warm yellow and orange pixels, shrouding much of the scene in gloom. A brush tip, saturated with rich black ink, strokes across the rough, yellowed paper with resolute, heavy force, leaving behind a deep, powerful stroke. With an uncontrollable tremor, a heavy drop of ink falls from the tip, rapidly spreading across the paper in an ever-expanding mass of black pixels, like a silent oath. Although the camera mainly focuses on his hands, we can still catch a glimpse of the face of this leopard-headed, round-eyed strong man distorted by grief and anger. His furrowed brows and wide-open angry eyes, under the limited tones and clear pixel blocks, convey a solemn, resolute and tragic atmosphere full of retro gaming feel.", + "seed": 1797, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_3/index_8940_seed_1797_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05127900382503867, + "vlm_logprob": -0.05127900382503867, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05127900382503867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10237004607915878 + ], + "opposite_logprob_tokens": [ + -2.352370023727417 + ], + "logprob_reward": -0.10237004607915878, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10237004607915878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13954946398735046, + 0.04831058904528618, + 0.022571921348571777, + 0.06168588623404503, + 0.01651390641927719, + 0.012955640442669392, + 0.015797363594174385, + 0.0317627377808094, + 0.008360108360648155, + 0.642492413520813 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.10237004607915878 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635258063673973 + ], + "opposite_logprob_tokens": [ + -3.651352643966675 + ], + "logprob_reward": -0.02635258063673973, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635258063673973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3097207546234131, + 0.04705093428492546, + 0.07496523857116699, + 0.0884837657213211, + 0.031985122710466385, + 0.20163311064243317, + 0.04301052168011665, + 0.040107522159814835, + 0.016733454540371895, + 0.14630953967571259 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.02635258063673973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615036141127348 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003615036141127348, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615036141127348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16211287677288055, + 0.03804813325405121, + 0.13505929708480835, + 0.026231691241264343, + 0.03268899768590927, + 0.12394348531961441, + 0.049223970621824265, + 0.0187127273529768, + 0.01217829529196024, + 0.4018005430698395 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.003615036141127348 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062033385038375854 + ], + "opposite_logprob_tokens": [ + -2.8120334148406982 + ], + "logprob_reward": -0.062033385038375854, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062033385038375854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.100420281291008, + 0.046792108565568924, + 0.021649781614542007, + 0.09720213711261749, + 0.07256431132555008, + 0.05891430005431175, + 0.018746206536889076, + 0.11439229547977448, + 0.03652877360582352, + 0.4327898621559143 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.062033385038375854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202397122979164 + ], + "opposite_logprob_tokens": [ + -2.812023878097534 + ], + "logprob_reward": -0.06202397122979164, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202397122979164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3100045919418335, + 0.1343836635351181, + 0.06282976269721985, + 0.046733319759368896, + 0.02134069614112377, + 0.10869744420051575, + 0.02768181823194027, + 0.04383428022265434, + 0.016612783074378967, + 0.22788166999816895 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.06202397122979164 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, close-up, static shot, rendered in classic 16-bit game art, focuses on a powerful hand, trembling slightly with suppressed emotion, its knuckles white with exertion. The hand tightly grips a simple wooden brush, veins visible against the pixelated skin. To one side, a candle's pixelated flame flickers, casting a shaky, halftone-like shadow across the rough wooden table in a cycling of warm yellow and orange pixels, shrouding much of the scene in gloom. A brush tip, saturated with rich black ink, strokes across the rough, yellowed paper with resolute, heavy force, leaving behind a deep, powerful stroke. With an uncontrollable tremor, a heavy drop of ink falls from the tip, rapidly spreading across the paper in an ever-expanding mass of black pixels, like a silent oath. Although the camera mainly focuses on his hands, we can still catch a glimpse of the face of this leopard-headed, round-eyed strong man distorted by grief and anger. His furrowed brows and wide-open angry eyes, under the limited tones and clear pixel blocks, convey a solemn, resolute and tragic atmosphere full of retro gaming feel.", + "seed": 1798, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_3/index_8940_seed_1798_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08407965023070574, + "vlm_logprob": -0.08407965023070574, + "vlm_yes_no_margin": 2.974999952316284, + "vlm_token_credit": -0.08407965023070574, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14507251977920532 + ], + "opposite_logprob_tokens": [ + -2.0200724601745605 + ], + "logprob_reward": -0.14507251977920532, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14507251977920532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2257198989391327, + 0.11088837683200836, + 0.08586933463811874, + 0.04916062206029892, + 0.20639143884181976, + 0.06557359546422958, + 0.0715402215719223, + 0.027630429714918137, + 0.09519673138856888, + 0.06202928349375725 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.14507251977920532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067511171102524 + ], + "opposite_logprob_tokens": [ + -3.168067455291748 + ], + "logprob_reward": -0.043067511171102524, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067511171102524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17424826323986053, + 0.15909679234027863, + 0.09163711965084076, + 0.1126902848482132, + 0.10810893028974533, + 0.12222205102443695, + 0.04586746171116829, + 0.05852784216403961, + 0.08518580347299576, + 0.04241553321480751 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.043067511171102524 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188124522566795 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188124522566795, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188124522566795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18174323439598083, + 0.07817189395427704, + 0.1750040501356125, + 0.05255439504981041, + 0.09878920018672943, + 0.0948777124285698, + 0.06883666664361954, + 0.05430618301033974, + 0.10499028116464615, + 0.09072639793157578 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.018188124522566795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535824440419674 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012535824440419674, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535824440419674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10625515878200531, + 0.10638782382011414, + 0.04084598273038864, + 0.0511571429669857, + 0.15221180021762848, + 0.0476829819381237, + 0.08195917308330536, + 0.26450955867767334, + 0.09700225293636322, + 0.0519881397485733 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.012535824440419674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in classic 16-bit game art with pixelated textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a powerful hand with visible white knuckles and trembling motion gripping a wooden brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a candle with a flickering pixelated flame visible on the side, casting halftone-like shadows on a rough wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a heavy drop of black ink fall from the brush tip and spread rapidly across yellowed paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a leopard-headed man with round eyes, furrowed brows, and angry expression visible in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153427124023438 + ], + "opposite_logprob_tokens": [ + -1.7015342712402344 + ], + "logprob_reward": -0.20153427124023438, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153427124023438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23122788965702057, + 0.049847181886434555, + 0.08252634108066559, + 0.09662619978189468, + 0.24325865507125854, + 0.05074172094464302, + 0.10004881769418716, + 0.03323090448975563, + 0.07005603611469269, + 0.04243624955415726 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.20153427124023438 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_4/index_tensor([6389, 6389])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_4/index_tensor([6389, 6389])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..900cf1e1cd7d0e62fd76d86b15814400c64c36ba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_4/index_tensor([6389, 6389])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Dizzying first-person perspective footage places the viewer directly inside a perpetually spinning hamster wheel, creating a dizzying and hypnotic sensory experience. Locked in a rapid, continuous 360-degree roll, the camera captures the rhythmic flashes of thin, polished metal bars passing in front of the lens, their cool, reflective surfaces capturing stroboscopic light from the outside world. Through these fleeting gaps, the exterior environment becomes a chaotic yet mesmerizing spectacle. Still objects and defined shapes distort and stretch into elongated, flowing streaks of extreme motion blur, their distinctive forms dissolving into swirls of abstract color. The world outside the cage becomes a seamless, kaleidoscopic tapestry, filling the frame, vibrant hues of red, blue, and yellow blending and smearing with each rotation. The bars' relentless rotation and stroboscopic effects create a disorienting, almost psychedelic atmosphere, immersing the viewer in a looping, visually overwhelming, and beautiful abstract reality.", + "seed": 1884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_4/index_6389_seed_1884_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03311055479571223, + "vlm_logprob": -0.03311055479571223, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03311055479571223, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09548661857843399 + ], + "opposite_logprob_tokens": [ + -2.470486640930176 + ], + "logprob_reward": -0.09548661857843399, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09548661857843399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14889311790466309, + 0.07467136532068253, + 0.01716163009405136, + 0.2896878123283386, + 0.02293892204761505, + 0.09351352602243423, + 0.11284800618886948, + 0.12508758902549744, + 0.03759988769888878, + 0.07759812474250793 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.09548661857843399 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004125418607145548 + ], + "opposite_logprob_tokens": [ + -5.504125595092773 + ], + "logprob_reward": -0.004125418607145548, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004125418607145548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19898323714733124, + 0.07647677510976791, + 0.029797721654176712, + 0.14881742000579834, + 0.01602012664079666, + 0.10689085721969604, + 0.10807483643293381, + 0.11526216566562653, + 0.033825911581516266, + 0.16585089266300201 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.004125418607145548 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806653037667274 + ], + "opposite_logprob_tokens": [ + -3.529806613922119 + ], + "logprob_reward": -0.029806653037667274, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806653037667274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14373071491718292, + 0.14511056244373322, + 0.12600654363632202, + 0.21902881562709808, + 0.0122358538210392, + 0.19458189606666565, + 0.02589862421154976, + 0.01768646016716957, + 0.03350250795483589, + 0.08221801370382309 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.029806653037667274 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634689211845398 + ], + "opposite_logprob_tokens": [ + -3.6513469219207764 + ], + "logprob_reward": -0.02634689211845398, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634689211845398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11336879432201385, + 0.0738023966550827, + 0.042165808379650116, + 0.07416319102048874, + 0.015590662136673927, + 0.2775096893310547, + 0.1802082508802414, + 0.1786046177148819, + 0.006922940257936716, + 0.037663672119379044 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.02634689211845398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978719163686037 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.00978719163686037, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978719163686037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38698291778564453, + 0.03147796168923378, + 0.03299310430884361, + 0.026060648262500763, + 0.022768698632717133, + 0.33358219265937805, + 0.06575285643339157, + 0.052988968789577484, + 0.012911127880215645, + 0.034481536597013474 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.00978719163686037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Dizzying first-person perspective footage places the viewer directly inside a perpetually spinning hamster wheel, creating a dizzying and hypnotic sensory experience. Locked in a rapid, continuous 360-degree roll, the camera captures the rhythmic flashes of thin, polished metal bars passing in front of the lens, their cool, reflective surfaces capturing stroboscopic light from the outside world. Through these fleeting gaps, the exterior environment becomes a chaotic yet mesmerizing spectacle. Still objects and defined shapes distort and stretch into elongated, flowing streaks of extreme motion blur, their distinctive forms dissolving into swirls of abstract color. The world outside the cage becomes a seamless, kaleidoscopic tapestry, filling the frame, vibrant hues of red, blue, and yellow blending and smearing with each rotation. The bars' relentless rotation and stroboscopic effects create a disorienting, almost psychedelic atmosphere, immersing the viewer in a looping, visually overwhelming, and beautiful abstract reality.", + "seed": 1885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_4/index_6389_seed_1885_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01694040677975863, + "vlm_logprob": -0.01694040677975863, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.01694040677975863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07189767062664032 + ], + "opposite_logprob_tokens": [ + -2.6968977451324463 + ], + "logprob_reward": -0.07189767062664032, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07189767062664032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04935707896947861, + 0.02339744381606579, + 0.020161015912890434, + 0.40857115387916565, + 0.3807828724384308, + 0.016767729073762894, + 0.015313870273530483, + 0.041045498102903366, + 0.03432769328355789, + 0.010275675915181637 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.07189767062664032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036305959802120924 + ], + "opposite_logprob_tokens": [ + -5.628630638122559 + ], + "logprob_reward": -0.0036305959802120924, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036305959802120924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030623173341155052, + 0.034589990973472595, + 0.02652682550251484, + 0.5378970503807068, + 0.23097774386405945, + 0.01806829124689102, + 0.0441574864089489, + 0.0374920554459095, + 0.024006253108382225, + 0.015661094337701797 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.0036305959802120924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196489764377475 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.003196489764377475, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196489764377475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19002225995063782, + 0.049995262175798416, + 0.11734244972467422, + 0.12755757570266724, + 0.18596811592578888, + 0.07660812884569168, + 0.0639418363571167, + 0.05269075557589531, + 0.10473984479904175, + 0.03113369829952717 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.003196489764377475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013366345083341002 + ], + "opposite_logprob_tokens": [ + -6.626336574554443 + ], + "logprob_reward": -0.0013366345083341002, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013366345083341002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011323903687298298, + 0.03717150166630745, + 0.012153077870607376, + 0.8044712543487549, + 0.06514286994934082, + 0.008553016930818558, + 0.010291464626789093, + 0.02211129292845726, + 0.01705775409936905, + 0.011723821051418781 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.0013366345083341002 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640643019229174 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640643019229174, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640643019229174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024503840133547783, + 0.022975614294409752, + 0.016890468075871468, + 0.7727029323577881, + 0.06762705743312836, + 0.02167159877717495, + 0.011133167892694473, + 0.014935973100364208, + 0.030549580231308937, + 0.017009800300002098 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.004640643019229174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Dizzying first-person perspective footage places the viewer directly inside a perpetually spinning hamster wheel, creating a dizzying and hypnotic sensory experience. Locked in a rapid, continuous 360-degree roll, the camera captures the rhythmic flashes of thin, polished metal bars passing in front of the lens, their cool, reflective surfaces capturing stroboscopic light from the outside world. Through these fleeting gaps, the exterior environment becomes a chaotic yet mesmerizing spectacle. Still objects and defined shapes distort and stretch into elongated, flowing streaks of extreme motion blur, their distinctive forms dissolving into swirls of abstract color. The world outside the cage becomes a seamless, kaleidoscopic tapestry, filling the frame, vibrant hues of red, blue, and yellow blending and smearing with each rotation. The bars' relentless rotation and stroboscopic effects create a disorienting, almost psychedelic atmosphere, immersing the viewer in a looping, visually overwhelming, and beautiful abstract reality.", + "seed": 1886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_4/index_6389_seed_1886_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10116597227752208, + "vlm_logprob": -0.10116597227752208, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.10116597227752208, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1705722212791443 + ], + "opposite_logprob_tokens": [ + -1.920572280883789 + ], + "logprob_reward": -0.1705722212791443, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1705722212791443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21283286809921265, + 0.06331534683704376, + 0.057153549045324326, + 0.08082928508520126, + 0.21943607926368713, + 0.15811970829963684, + 0.04812587425112724, + 0.04001392796635628, + 0.032149091362953186, + 0.08802419155836105 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.1705722212791443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008678222075104713 + ], + "opposite_logprob_tokens": [ + -4.758678436279297 + ], + "logprob_reward": -0.008678222075104713, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008678222075104713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07943631708621979, + 0.06340659409761429, + 0.07862281054258347, + 0.04047398641705513, + 0.06688763946294785, + 0.2682628631591797, + 0.07034802436828613, + 0.07480201870203018, + 0.22006453573703766, + 0.03769519925117493 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.008678222075104713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496806278824806 + ], + "opposite_logprob_tokens": [ + -2.9299681186676025 + ], + "logprob_reward": -0.05496806278824806, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496806278824806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11456633359193802, + 0.07583408057689667, + 0.08683289587497711, + 0.05865148827433586, + 0.24273066222667694, + 0.1508720964193344, + 0.03949088603258133, + 0.05121513083577156, + 0.12774918973445892, + 0.052057232707738876 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.05496806278824806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157842338085175 + ], + "opposite_logprob_tokens": [ + -1.7015783786773682 + ], + "logprob_reward": -0.20157842338085175, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157842338085175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12134849280118942, + 0.06382454186677933, + 0.060585856437683105, + 0.071036197245121, + 0.1321866512298584, + 0.08671160042285919, + 0.08405928313732147, + 0.026365255936980247, + 0.25351187586784363, + 0.10037032514810562 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.20157842338085175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003293186426163 + ], + "opposite_logprob_tokens": [ + -2.695032835006714 + ], + "logprob_reward": -0.07003293186426163, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003293186426163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13903465867042542, + 0.03308074176311493, + 0.11672408878803253, + 0.06469223648309708, + 0.2129814773797989, + 0.034989792853593826, + 0.07661619782447815, + 0.012961789034307003, + 0.23948024213314056, + 0.06943883746862411 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.07003293186426163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Dizzying first-person perspective footage places the viewer directly inside a perpetually spinning hamster wheel, creating a dizzying and hypnotic sensory experience. Locked in a rapid, continuous 360-degree roll, the camera captures the rhythmic flashes of thin, polished metal bars passing in front of the lens, their cool, reflective surfaces capturing stroboscopic light from the outside world. Through these fleeting gaps, the exterior environment becomes a chaotic yet mesmerizing spectacle. Still objects and defined shapes distort and stretch into elongated, flowing streaks of extreme motion blur, their distinctive forms dissolving into swirls of abstract color. The world outside the cage becomes a seamless, kaleidoscopic tapestry, filling the frame, vibrant hues of red, blue, and yellow blending and smearing with each rotation. The bars' relentless rotation and stroboscopic effects create a disorienting, almost psychedelic atmosphere, immersing the viewer in a looping, visually overwhelming, and beautiful abstract reality.", + "seed": 1887, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_4/index_6389_seed_1887_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03598979795351624, + "vlm_logprob": -0.03598979795351624, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03598979795351624, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07352714985609055 + ], + "opposite_logprob_tokens": [ + -2.6985270977020264 + ], + "logprob_reward": -0.07352714985609055, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07352714985609055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09170637279748917, + 0.05005400627851486, + 0.039312805980443954, + 0.03914448618888855, + 0.06155816465616226, + 0.06234850734472275, + 0.044898226857185364, + 0.08674587309360504, + 0.02593066729605198, + 0.4983009099960327 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.07352714985609055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003632496576756239 + ], + "opposite_logprob_tokens": [ + -5.628632545471191 + ], + "logprob_reward": -0.003632496576756239, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003632496576756239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43586403131484985, + 0.07069584727287292, + 0.03254534676671028, + 0.021495593711733818, + 0.05639380216598511, + 0.03406989946961403, + 0.08947178721427917, + 0.03626720979809761, + 0.017168637365102768, + 0.20602788031101227 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.003632496576756239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865216836333275 + ], + "opposite_logprob_tokens": [ + -3.048652172088623 + ], + "logprob_reward": -0.04865216836333275, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865216836333275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4876256585121155, + 0.030202610418200493, + 0.027341250330209732, + 0.04507223516702652, + 0.02646368183195591, + 0.019944917410612106, + 0.0634118989109993, + 0.01520234253257513, + 0.011085878126323223, + 0.2736494839191437 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.04865216836333275 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306042939424515 + ], + "opposite_logprob_tokens": [ + -3.168060541152954 + ], + "logprob_reward": -0.04306042939424515, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306042939424515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09458629041910172, + 0.1447361409664154, + 0.130805104970932, + 0.05961795523762703, + 0.035024985671043396, + 0.03750385344028473, + 0.09430228173732758, + 0.06304561346769333, + 0.09881679713726044, + 0.24156101047992706 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.04306042939424515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a hamster wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, polished metal bars visible passing in front of the lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a rapid, continuous 360-degree roll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do still objects outside the cage appear as elongated streaks with extreme motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant hues of red, blue, and yellow visible blending in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076745577156544 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076745577156544, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076745577156544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41436973214149475, + 0.2401730716228485, + 0.04251320660114288, + 0.05289214476943016, + 0.02827571891248226, + 0.012765640392899513, + 0.010291420854628086, + 0.07556503266096115, + 0.0941276103258133, + 0.02902645245194435 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.011076745577156544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_5/index_tensor([5113, 5113])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_5/index_tensor([5113, 5113])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0b3555c52d1bdc8add0ce843a3424ef5f21c9468 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_5/index_tensor([5113, 5113])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, slightly upward, medium close-up focuses on a middle-aged general with a stern, weathered face, ensconced within a dimly lit military tent. He wears an ancient suit of armor forged from a mixture of bronze and wrought iron. The shoulder plates are engraved with roaring animal faces, and the breastplate, inlaid with fine scales, reflects a cold, mottled luster in the flickering light of a single oil lamp. The edges of the armor are covered with battle scratches and slight rust. His graying hair is held in a high bun by an antique bronze hairpin, and his deep eyes exude a pensive and majestic air. He sits upright at a rough wooden low table, his hands steadying a simple bronze wine jug. Though the body is covered in green patina, the spout is polished to a shine. He carefully tilted the pot, and a stream of clear amber liquor flowed from the spout like a golden thread, precisely and steadily pouring into a stoneware bowl below. The glaze of the bowl shimmered as the liquor poured in. His gaze was completely focused on the flowing liquor, his expression focused and solemn. The warm, dim light carved a sharp contrast of light and dark on his deep features. The entire scene was dominated by the dark green of bronze, the iron gray of armor, and the dark canvas background. The amber liquor was the only bright spot, permeating the atmosphere of tranquility, solemnity, and contemplation of a post-war moment.", + "seed": 18995, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_5/index_5113_seed_18995_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024240324553102256, + "vlm_logprob": -0.024240324553102256, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.024240324553102256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056841034442186356 + ], + "opposite_logprob_tokens": [ + -2.9318411350250244 + ], + "logprob_reward": -0.056841034442186356, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056841034442186356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2177739143371582, + 0.07513456046581268, + 0.10883688926696777, + 0.08159023523330688, + 0.05626931041479111, + 0.17060087621212006, + 0.16091254353523254, + 0.04774184897542, + 0.030283479019999504, + 0.0508563257753849 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.056841034442186356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033705130219459534 + ], + "opposite_logprob_tokens": [ + -3.408705234527588 + ], + "logprob_reward": -0.033705130219459534, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033705130219459534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14611464738845825, + 0.20528684556484222, + 0.04800507798790932, + 0.08471599221229553, + 0.029041554778814316, + 0.037542231380939484, + 0.06136748567223549, + 0.07877933979034424, + 0.1615658849477768, + 0.14758093655109406 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.033705130219459534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949999671429396 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949999671429396, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949999671429396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2336689829826355, + 0.07494383305311203, + 0.08692632615566254, + 0.11728301644325256, + 0.07689552009105682, + 0.0804378092288971, + 0.17593945562839508, + 0.06560331583023071, + 0.039690520614385605, + 0.048611290752887726 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.005949999671429396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16260211169719696, + 0.055815987288951874, + 0.04960624501109123, + 0.267306923866272, + 0.07869819551706314, + 0.0732673704624176, + 0.13780279457569122, + 0.04412706941366196, + 0.03368838503956795, + 0.09708486497402191 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0160689540207386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636504411697388 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636504411697388, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636504411697388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21575580537319183, + 0.0844392403960228, + 0.11202891916036606, + 0.07374880462884903, + 0.043198615312576294, + 0.11378240585327148, + 0.07306016236543655, + 0.06703435629606247, + 0.09559965878725052, + 0.12135197222232819 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.008636504411697388 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, slightly upward, medium close-up focuses on a middle-aged general with a stern, weathered face, ensconced within a dimly lit military tent. He wears an ancient suit of armor forged from a mixture of bronze and wrought iron. The shoulder plates are engraved with roaring animal faces, and the breastplate, inlaid with fine scales, reflects a cold, mottled luster in the flickering light of a single oil lamp. The edges of the armor are covered with battle scratches and slight rust. His graying hair is held in a high bun by an antique bronze hairpin, and his deep eyes exude a pensive and majestic air. He sits upright at a rough wooden low table, his hands steadying a simple bronze wine jug. Though the body is covered in green patina, the spout is polished to a shine. He carefully tilted the pot, and a stream of clear amber liquor flowed from the spout like a golden thread, precisely and steadily pouring into a stoneware bowl below. The glaze of the bowl shimmered as the liquor poured in. His gaze was completely focused on the flowing liquor, his expression focused and solemn. The warm, dim light carved a sharp contrast of light and dark on his deep features. The entire scene was dominated by the dark green of bronze, the iron gray of armor, and the dark canvas background. The amber liquor was the only bright spot, permeating the atmosphere of tranquility, solemnity, and contemplation of a post-war moment.", + "seed": 18996, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_5/index_5113_seed_18996_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021201586071401834, + "vlm_logprob": -0.021201586071401834, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.021201586071401834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.051402948796749115 + ], + "opposite_logprob_tokens": [ + -3.051403045654297 + ], + "logprob_reward": -0.051402948796749115, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.051402948796749115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15056823194026947, + 0.2135675996541977, + 0.11319291591644287, + 0.05172339081764221, + 0.04462413489818573, + 0.08858908712863922, + 0.07404080033302307, + 0.18129496276378632, + 0.05057768151164055, + 0.031821224838495255 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.051402948796749115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026341667398810387 + ], + "opposite_logprob_tokens": [ + -3.651341676712036 + ], + "logprob_reward": -0.026341667398810387, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026341667398810387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09764966368675232, + 0.18431197106838226, + 0.07632158696651459, + 0.07559370249509811, + 0.01560382079333067, + 0.019487667828798294, + 0.04342888295650482, + 0.35791561007499695, + 0.019880011677742004, + 0.10980715602636337 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.026341667398810387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947037134319544 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947037134319544, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947037134319544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10441234707832336, + 0.43567943572998047, + 0.12933436036109924, + 0.0542459674179554, + 0.04570629075169563, + 0.0802273154258728, + 0.04643266275525093, + 0.04371006786823273, + 0.023483237251639366, + 0.0367683544754982 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.005947037134319544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539827264845371 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539827264845371, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539827264845371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.247087761759758, + 0.1417672336101532, + 0.07893581688404083, + 0.2146967202425003, + 0.03286463022232056, + 0.028686121106147766, + 0.06727514415979385, + 0.08070673793554306, + 0.059514258056879044, + 0.04846561327576637 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012539827264845371 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776449762284756 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.009776449762284756, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776449762284756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11648896336555481, + 0.05478132143616676, + 0.15627725422382355, + 0.07998981326818466, + 0.045475684106349945, + 0.15331432223320007, + 0.06628543883562088, + 0.14850403368473053, + 0.10308621823787689, + 0.0757969543337822 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.009776449762284756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, slightly upward, medium close-up focuses on a middle-aged general with a stern, weathered face, ensconced within a dimly lit military tent. He wears an ancient suit of armor forged from a mixture of bronze and wrought iron. The shoulder plates are engraved with roaring animal faces, and the breastplate, inlaid with fine scales, reflects a cold, mottled luster in the flickering light of a single oil lamp. The edges of the armor are covered with battle scratches and slight rust. His graying hair is held in a high bun by an antique bronze hairpin, and his deep eyes exude a pensive and majestic air. He sits upright at a rough wooden low table, his hands steadying a simple bronze wine jug. Though the body is covered in green patina, the spout is polished to a shine. He carefully tilted the pot, and a stream of clear amber liquor flowed from the spout like a golden thread, precisely and steadily pouring into a stoneware bowl below. The glaze of the bowl shimmered as the liquor poured in. His gaze was completely focused on the flowing liquor, his expression focused and solemn. The warm, dim light carved a sharp contrast of light and dark on his deep features. The entire scene was dominated by the dark green of bronze, the iron gray of armor, and the dark canvas background. The amber liquor was the only bright spot, permeating the atmosphere of tranquility, solemnity, and contemplation of a post-war moment.", + "seed": 18997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_5/index_5113_seed_18997_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.057734946720302105, + "vlm_logprob": -0.057734946720302105, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.057734946720302105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0808391124010086 + ], + "opposite_logprob_tokens": [ + -2.580839157104492 + ], + "logprob_reward": -0.0808391124010086, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0808391124010086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20085221529006958, + 0.05191795527935028, + 0.06287854164838791, + 0.10536938160657883, + 0.06645764410495758, + 0.1736203134059906, + 0.12304140627384186, + 0.0877058282494545, + 0.06510469317436218, + 0.06305201351642609 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0808391124010086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032875835895538 + ], + "opposite_logprob_tokens": [ + -2.3503286838531494 + ], + "logprob_reward": -0.10032875835895538, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032875835895538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15546537935733795, + 0.09527973085641861, + 0.04378041997551918, + 0.09001634269952774, + 0.05861403048038483, + 0.0952821895480156, + 0.054825298488140106, + 0.06602361798286438, + 0.06962963193655014, + 0.27108341455459595 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.10032875835895538 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286327719688416 + ], + "opposite_logprob_tokens": [ + -3.7732863426208496 + ], + "logprob_reward": -0.023286327719688416, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286327719688416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20832064747810364, + 0.03882477805018425, + 0.19114866852760315, + 0.14350061118602753, + 0.06197965890169144, + 0.045865148305892944, + 0.0832492858171463, + 0.12090066075325012, + 0.04886576160788536, + 0.05734477937221527 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.023286327719688416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002782076597214 + ], + "opposite_logprob_tokens": [ + -2.6950278282165527 + ], + "logprob_reward": -0.07002782076597214, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002782076597214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07439298182725906, + 0.15191856026649475, + 0.1039755716919899, + 0.29603466391563416, + 0.1383536159992218, + 0.04291189834475517, + 0.05628785490989685, + 0.038716256618499756, + 0.05476061999797821, + 0.04264795035123825 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.07002782076597214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192714355885983 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192714355885983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192714355885983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23088960349559784, + 0.051907021552324295, + 0.05486833676695824, + 0.0930665135383606, + 0.08807413280010223, + 0.06851334124803543, + 0.031330227851867676, + 0.05483894422650337, + 0.18261438608169556, + 0.14389747381210327 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.014192714355885983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, slightly upward, medium close-up focuses on a middle-aged general with a stern, weathered face, ensconced within a dimly lit military tent. He wears an ancient suit of armor forged from a mixture of bronze and wrought iron. The shoulder plates are engraved with roaring animal faces, and the breastplate, inlaid with fine scales, reflects a cold, mottled luster in the flickering light of a single oil lamp. The edges of the armor are covered with battle scratches and slight rust. His graying hair is held in a high bun by an antique bronze hairpin, and his deep eyes exude a pensive and majestic air. He sits upright at a rough wooden low table, his hands steadying a simple bronze wine jug. Though the body is covered in green patina, the spout is polished to a shine. He carefully tilted the pot, and a stream of clear amber liquor flowed from the spout like a golden thread, precisely and steadily pouring into a stoneware bowl below. The glaze of the bowl shimmered as the liquor poured in. His gaze was completely focused on the flowing liquor, his expression focused and solemn. The warm, dim light carved a sharp contrast of light and dark on his deep features. The entire scene was dominated by the dark green of bronze, the iron gray of armor, and the dark canvas background. The amber liquor was the only bright spot, permeating the atmosphere of tranquility, solemnity, and contemplation of a post-war moment.", + "seed": 18998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_5/index_5113_seed_18998_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05314706284552813, + "vlm_logprob": -0.05314706284552813, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05314706284552813, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.080837681889534 + ], + "opposite_logprob_tokens": [ + -2.5808377265930176 + ], + "logprob_reward": -0.080837681889534, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.080837681889534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.210453599691391, + 0.16842438280582428, + 0.1188395619392395, + 0.13284838199615479, + 0.1253347545862198, + 0.05843203514814377, + 0.04784068837761879, + 0.0330360122025013, + 0.062251489609479904, + 0.042539082467556 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.080837681889534 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707650661468506 + ], + "opposite_logprob_tokens": [ + -2.1270766258239746 + ], + "logprob_reward": -0.12707650661468506, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707650661468506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.489952951669693, + 0.08521443605422974, + 0.04884566739201546, + 0.11752712726593018, + 0.060143936425447464, + 0.049801018089056015, + 0.042601078748703, + 0.033941928297281265, + 0.033107906579971313, + 0.03886387124657631 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.12707650661468506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863863155245781 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.00863863155245781, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863863155245781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22467255592346191, + 0.14065425097942352, + 0.09465035051107407, + 0.18772165477275848, + 0.09356655180454254, + 0.04539559409022331, + 0.039309993386268616, + 0.040343012660741806, + 0.06341927498579025, + 0.07026681303977966 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.00863863155245781 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810739889740944 + ], + "opposite_logprob_tokens": [ + -3.288107395172119 + ], + "logprob_reward": -0.03810739889740944, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810739889740944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13714048266410828, + 0.22830615937709808, + 0.1322001963853836, + 0.15336759388446808, + 0.06483374536037445, + 0.08046575635671616, + 0.05279285088181496, + 0.03788892552256584, + 0.06640257686376572, + 0.04660171642899513 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.03810739889740944 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a middle-aged general wearing ancient armor made of bronze and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set inside a dimly lit military tent with a dark canvas background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera framed as a steady, slightly upward medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the general tilt a bronze wine jug to pour clear amber liquor into a stoneware bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and dim, creating a sharp contrast of light and dark on the subject's features?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075095273554325 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075095273554325, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075095273554325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2931549847126007, + 0.12379886955022812, + 0.06972269713878632, + 0.14232619106769562, + 0.07891753315925598, + 0.036635871976614, + 0.060901325196027756, + 0.04443277418613434, + 0.09125193953514099, + 0.05885780230164528 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.011075095273554325 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_6/index_tensor([4822, 4822])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_6/index_tensor([4822, 4822])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..90a2f9106cb85a07217c16ad7c7bb1b9d3af4396 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_6/index_tensor([4822, 4822])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot glides smoothly alongside a cyclist, capturing her energetic movements along a classic Parisian cobblestone street, the camera keeping pace with her rapid progress. The cyclist is a young woman, her brown hair pulled back in a slightly messy bun, with a few strands escaping and dancing in the wind. Dressed in a timeless blue and white striped long-sleeved shirt and dark pants, she leans forward over the handlebars of her vintage bicycle, striking a focused pose. Her legs beat in a powerful, steady rhythm, her body swaying slightly with the effort, the wheel bouncing gently on the uneven, time-worn stones of the street. In the background, the majestic Eiffel Tower looms majestically, its iconic grid structure dominating the upper frame, slightly softened by the golden haze of a sunny afternoon. The bright, warm sunlight casts long, dancing shadows and creates subtle lens flares, bathing the entire scene in a vibrant golden light, evoking a joyful and exciting atmosphere of freedom.", + "seed": 14380, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_6/index_4822_seed_14380_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22147157457657157, + "vlm_logprob": -0.22147157457657157, + "vlm_yes_no_margin": 3.3999999880790712, + "vlm_token_credit": -0.22147157457657157, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6633003950119019 + ], + "opposite_logprob_tokens": [ + -0.9133003950119019 + ], + "logprob_reward": -0.6633003950119019, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6633003950119019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1846965104341507, + 0.14868496358394623, + 0.19607621431350708, + 0.0955561101436615, + 0.06961090862751007, + 0.03188720718026161, + 0.0285065658390522, + 0.025994881987571716, + 0.09624965488910675, + 0.12273696810007095 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.6633003950119019 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42896920442581177 + ], + "opposite_logprob_tokens": [ + -1.053969144821167 + ], + "logprob_reward": -0.42896920442581177, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42896920442581177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13673880696296692, + 0.14512097835540771, + 0.1527046114206314, + 0.08067377656698227, + 0.11991629004478455, + 0.03975674882531166, + 0.043962765485048294, + 0.032640933990478516, + 0.15407918393611908, + 0.09440586715936661 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.42896920442581177 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002823891816660762 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.002823891816660762, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002823891816660762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17194153368473053, + 0.1912076473236084, + 0.0865362137556076, + 0.07982044667005539, + 0.06535669416189194, + 0.04813218116760254, + 0.03380173072218895, + 0.10756560415029526, + 0.11067799478769302, + 0.10495991259813309 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.002823891816660762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463874451816082 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.00463874451816082, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463874451816082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2275659143924713, + 0.1601967215538025, + 0.1477128118276596, + 0.0672135204076767, + 0.01909639686346054, + 0.027151310816407204, + 0.017995022237300873, + 0.01825721748173237, + 0.07153297960758209, + 0.24327799677848816 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.00463874451816082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625637110322714 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.007625637110322714, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625637110322714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3547992408275604, + 0.0917309895157814, + 0.05424119532108307, + 0.05199524387717247, + 0.03512134402990341, + 0.03879459574818611, + 0.02348400093615055, + 0.011625169776380062, + 0.0902525782585144, + 0.24795567989349365 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.007625637110322714 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot glides smoothly alongside a cyclist, capturing her energetic movements along a classic Parisian cobblestone street, the camera keeping pace with her rapid progress. The cyclist is a young woman, her brown hair pulled back in a slightly messy bun, with a few strands escaping and dancing in the wind. Dressed in a timeless blue and white striped long-sleeved shirt and dark pants, she leans forward over the handlebars of her vintage bicycle, striking a focused pose. Her legs beat in a powerful, steady rhythm, her body swaying slightly with the effort, the wheel bouncing gently on the uneven, time-worn stones of the street. In the background, the majestic Eiffel Tower looms majestically, its iconic grid structure dominating the upper frame, slightly softened by the golden haze of a sunny afternoon. The bright, warm sunlight casts long, dancing shadows and creates subtle lens flares, bathing the entire scene in a vibrant golden light, evoking a joyful and exciting atmosphere of freedom.", + "seed": 14381, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_6/index_4822_seed_14381_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13432158716022968, + "vlm_logprob": -0.13432158716022968, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.13432158716022968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2502422034740448 + ], + "opposite_logprob_tokens": [ + -1.7502422332763672 + ], + "logprob_reward": -0.2502422034740448, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2502422034740448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36800673604011536, + 0.07972993701696396, + 0.09624218940734863, + 0.1483171284198761, + 0.09113205224275589, + 0.04213480278849602, + 0.03283591940999031, + 0.042580071836709976, + 0.03875815495848656, + 0.06026299670338631 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.2502422034740448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31350216269493103 + ], + "opposite_logprob_tokens": [ + -1.3135021924972534 + ], + "logprob_reward": -0.31350216269493103, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31350216269493103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24094319343566895, + 0.07569437474012375, + 0.050678275525569916, + 0.12201837450265884, + 0.18520544469356537, + 0.21167080104351044, + 0.04214249923825264, + 0.035687994211912155, + 0.015151363797485828, + 0.02080763503909111 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.31350216269493103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200118370354176 + ], + "opposite_logprob_tokens": [ + -4.264200210571289 + ], + "logprob_reward": -0.014200118370354176, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200118370354176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2998293340206146, + 0.1578168421983719, + 0.07722107321023941, + 0.06304376572370529, + 0.07572059333324432, + 0.10752906650304794, + 0.05022416263818741, + 0.024203749373555183, + 0.03994201123714447, + 0.1044694259762764 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.014200118370354176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902779221534729 + ], + "opposite_logprob_tokens": [ + -2.4640278816223145 + ], + "logprob_reward": -0.08902779221534729, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902779221534729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3903408944606781, + 0.1588757187128067, + 0.11291802674531937, + 0.08980382233858109, + 0.05323926359415054, + 0.09977822005748749, + 0.03892450034618378, + 0.010663078166544437, + 0.022694164887070656, + 0.022762341424822807 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.08902779221534729 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635659046471119 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635659046471119, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635659046471119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5241879224777222, + 0.150018572807312, + 0.058404501527547836, + 0.06399872153997421, + 0.050748974084854126, + 0.032530974596738815, + 0.02863241545855999, + 0.03374524414539337, + 0.02330402284860611, + 0.034428671002388 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004635659046471119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot glides smoothly alongside a cyclist, capturing her energetic movements along a classic Parisian cobblestone street, the camera keeping pace with her rapid progress. The cyclist is a young woman, her brown hair pulled back in a slightly messy bun, with a few strands escaping and dancing in the wind. Dressed in a timeless blue and white striped long-sleeved shirt and dark pants, she leans forward over the handlebars of her vintage bicycle, striking a focused pose. Her legs beat in a powerful, steady rhythm, her body swaying slightly with the effort, the wheel bouncing gently on the uneven, time-worn stones of the street. In the background, the majestic Eiffel Tower looms majestically, its iconic grid structure dominating the upper frame, slightly softened by the golden haze of a sunny afternoon. The bright, warm sunlight casts long, dancing shadows and creates subtle lens flares, bathing the entire scene in a vibrant golden light, evoking a joyful and exciting atmosphere of freedom.", + "seed": 14382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_6/index_4822_seed_14382_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19919398203492164, + "vlm_logprob": -0.19919398203492164, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.19919398203492164, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5928760766983032 + ], + "opposite_logprob_tokens": [ + -0.9678760766983032 + ], + "logprob_reward": -0.5928760766983032, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5928760766983032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27998632192611694, + 0.07455997169017792, + 0.06764203310012817, + 0.05950243026018143, + 0.11822984367609024, + 0.044197987765073776, + 0.049879420548677444, + 0.12285709381103516, + 0.116733118891716, + 0.06641179323196411 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.5928760766983032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135070204734802 + ], + "opposite_logprob_tokens": [ + -1.313507080078125 + ], + "logprob_reward": -0.3135070204734802, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135070204734802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1260581910610199, + 0.10204382985830307, + 0.11934494972229004, + 0.06565732508897781, + 0.0695909932255745, + 0.06373509764671326, + 0.04591667279601097, + 0.08692245930433273, + 0.1476558893918991, + 0.1730746328830719 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.3135070204734802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978671945631504 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.00978671945631504, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978671945631504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1024898812174797, + 0.10694091022014618, + 0.09890122711658478, + 0.040363576263189316, + 0.2148105800151825, + 0.0742127001285553, + 0.0936417281627655, + 0.07752585411071777, + 0.10742200165987015, + 0.0836915522813797 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.00978671945631504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002092897891998 + ], + "opposite_logprob_tokens": [ + -2.695020914077759 + ], + "logprob_reward": -0.07002092897891998, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002092897891998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19580711424350739, + 0.08863425254821777, + 0.08932807296514511, + 0.045622654259204865, + 0.14337094128131866, + 0.04161789268255234, + 0.15002590417861938, + 0.04864908754825592, + 0.12207994610071182, + 0.07486410439014435 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.07002092897891998 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977916456758976 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.00977916456758976, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977916456758976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21469546854496002, + 0.09629936516284943, + 0.0629551112651825, + 0.050855234265327454, + 0.2818123400211334, + 0.02256179414689541, + 0.06616686284542084, + 0.08949726819992065, + 0.046691350638866425, + 0.0684652179479599 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.00977916456758976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot glides smoothly alongside a cyclist, capturing her energetic movements along a classic Parisian cobblestone street, the camera keeping pace with her rapid progress. The cyclist is a young woman, her brown hair pulled back in a slightly messy bun, with a few strands escaping and dancing in the wind. Dressed in a timeless blue and white striped long-sleeved shirt and dark pants, she leans forward over the handlebars of her vintage bicycle, striking a focused pose. Her legs beat in a powerful, steady rhythm, her body swaying slightly with the effort, the wheel bouncing gently on the uneven, time-worn stones of the street. In the background, the majestic Eiffel Tower looms majestically, its iconic grid structure dominating the upper frame, slightly softened by the golden haze of a sunny afternoon. The bright, warm sunlight casts long, dancing shadows and creates subtle lens flares, bathing the entire scene in a vibrant golden light, evoking a joyful and exciting atmosphere of freedom.", + "seed": 14383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_6/index_4822_seed_14383_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09834737675264478, + "vlm_logprob": -0.09834737675264478, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.09834737675264478, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.310718297958374 + ], + "opposite_logprob_tokens": [ + -1.685718297958374 + ], + "logprob_reward": -0.310718297958374, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.310718297958374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4172423779964447, + 0.055962271988391876, + 0.12835891544818878, + 0.04362205043435097, + 0.10233820229768753, + 0.04248364642262459, + 0.06397675722837448, + 0.04429158568382263, + 0.04697584733366966, + 0.054748330265283585 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.310718297958374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604103446006775 + ], + "opposite_logprob_tokens": [ + -1.9104104042053223 + ], + "logprob_reward": -0.1604103446006775, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604103446006775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09943091124296188, + 0.0615759938955307, + 0.08693359792232513, + 0.11222473531961441, + 0.1401137411594391, + 0.10939688235521317, + 0.15867403149604797, + 0.06626603752374649, + 0.06870502233505249, + 0.09667900949716568 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.1604103446006775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978849083185196 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.00978849083185196, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978849083185196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08357951045036316, + 0.03533307462930679, + 0.07190483808517456, + 0.048823002725839615, + 0.05509675666689873, + 0.12711265683174133, + 0.15233010053634644, + 0.1194484606385231, + 0.1823243349790573, + 0.12404727190732956 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.00978849083185196 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194232005625963 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194232005625963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194232005625963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2863703668117523, + 0.08597499132156372, + 0.07243697345256805, + 0.038763802498579025, + 0.150451198220253, + 0.08035031706094742, + 0.08498294651508331, + 0.07780437916517258, + 0.07674451172351837, + 0.04612052068114281 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.003194232005625963 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a smooth tracking shot alongside a cyclist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cyclist a young woman with brown hair in a messy bun wearing a blue and white striped long-sleeved shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a classic Parisian cobblestone street with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright warm sunlight creating long shadows and a golden haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762551836669445 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762551836669445, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762551836669445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2071508914232254, + 0.04194461181759834, + 0.0885477289557457, + 0.03144508972764015, + 0.12334650009870529, + 0.2105162888765335, + 0.08814548701047897, + 0.10259559005498886, + 0.04382776841521263, + 0.06248007342219353 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.00762551836669445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_7/index_tensor([9709, 9709])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_7/index_tensor([9709, 9709])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d4f7efda532e5ae886b556e3d686864cde853024 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_7/index_tensor([9709, 9709])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion close-up shot, shot from a slightly upward angle and employing an extremely shallow depth of field, precisely captures an exquisite antique watch being gently tossed into the air. The watch features a polished rose gold case, an ivory dial adorned with slender Roman numerals and delicate blued-steel Breguet hands, and a rich, dark brown alligator leather strap. As the watch gracefully and slowly turns freely in the air, its domed sapphire crystal and metal case capture and reflect the warm surrounding light, shimmering fleeting, dazzling bursts of light with each rotation. In the background, the figures of friends laughing and chatting are blurred into soft, dynamic silhouettes, while the warm interior lighting transforms into captivating circular circles of light, creating an atmosphere of intimacy, joy, and the essence of life, capturing the beauty of this moment in eternal joy.", + "seed": 25087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_7/index_9709_seed_25087_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02084273062646389, + "vlm_logprob": -0.02084273062646389, + "vlm_yes_no_margin": 4.024999952316284, + "vlm_token_credit": -0.02084273062646389, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0452209897339344 + ], + "opposite_logprob_tokens": [ + -3.1702210903167725 + ], + "logprob_reward": -0.0452209897339344, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0452209897339344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1645369976758957, + 0.0721486285328865, + 0.04803045094013214, + 0.15248249471187592, + 0.07146784663200378, + 0.044010844081640244, + 0.07121451199054718, + 0.13790152966976166, + 0.12823599576950073, + 0.10997071117162704 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0452209897339344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820872537791729 + ], + "opposite_logprob_tokens": [ + -4.0182085037231445 + ], + "logprob_reward": -0.01820872537791729, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820872537791729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23526406288146973, + 0.0904456153512001, + 0.03875236585736275, + 0.19879302382469177, + 0.08965115994215012, + 0.04438924044370651, + 0.027817344292998314, + 0.09863553941249847, + 0.03857233747839928, + 0.13767926394939423 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.01820872537791729 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080332919955254 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080332919955254, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080332919955254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21153849363327026, + 0.07409460842609406, + 0.03843327984213829, + 0.07278299331665039, + 0.06751840561628342, + 0.06461984664201736, + 0.07380244880914688, + 0.05285574495792389, + 0.13656185567378998, + 0.20779234170913696 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.016080332919955254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863969512283802 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.00863969512283802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863969512283802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09638315439224243, + 0.16485141217708588, + 0.05325654149055481, + 0.06033364310860634, + 0.20999160408973694, + 0.12916170060634613, + 0.07705802470445633, + 0.0694764107465744, + 0.0408717542886734, + 0.09861573576927185 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.00863969512283802 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063909977674484 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.016063909977674484, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063909977674484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14921453595161438, + 0.14322465658187866, + 0.051908232271671295, + 0.12127736955881119, + 0.08992321044206619, + 0.07934592664241791, + 0.09031616896390915, + 0.09039799869060516, + 0.07865758240222931, + 0.10573441535234451 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016063909977674484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up shot, shot from a slightly upward angle and employing an extremely shallow depth of field, precisely captures an exquisite antique watch being gently tossed into the air. The watch features a polished rose gold case, an ivory dial adorned with slender Roman numerals and delicate blued-steel Breguet hands, and a rich, dark brown alligator leather strap. As the watch gracefully and slowly turns freely in the air, its domed sapphire crystal and metal case capture and reflect the warm surrounding light, shimmering fleeting, dazzling bursts of light with each rotation. In the background, the figures of friends laughing and chatting are blurred into soft, dynamic silhouettes, while the warm interior lighting transforms into captivating circular circles of light, creating an atmosphere of intimacy, joy, and the essence of life, capturing the beauty of this moment in eternal joy.", + "seed": 25088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_7/index_9709_seed_25088_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03393193520605564, + "vlm_logprob": -0.03393193520605564, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03393193520605564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10176455974578857 + ], + "opposite_logprob_tokens": [ + -2.351764678955078 + ], + "logprob_reward": -0.10176455974578857, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10176455974578857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11176839470863342, + 0.05716825649142265, + 0.10269104689359665, + 0.06214607134461403, + 0.09185129404067993, + 0.03178184852004051, + 0.03645690158009529, + 0.04392169788479805, + 0.02614828199148178, + 0.43606626987457275 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.10176455974578857 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014220215380191803 + ], + "opposite_logprob_tokens": [ + -4.264220237731934 + ], + "logprob_reward": -0.014220215380191803, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014220215380191803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09197781980037689, + 0.09562637656927109, + 0.16725993156433105, + 0.04033595323562622, + 0.020513547584414482, + 0.022556768730282784, + 0.05101754143834114, + 0.03160727769136429, + 0.024987688288092613, + 0.4541170299053192 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.014220215380191803 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592933520674706 + ], + "opposite_logprob_tokens": [ + -3.8955929279327393 + ], + "logprob_reward": -0.020592933520674706, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592933520674706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05826510488986969, + 0.047041766345500946, + 0.022386064752936363, + 0.04409459978342056, + 0.07778263092041016, + 0.014859642833471298, + 0.02034507878124714, + 0.018423594534397125, + 0.03624533489346504, + 0.6605562567710876 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.020592933520674706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738675758242607 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738675758242607, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738675758242607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045579876750707626, + 0.05290289223194122, + 0.04690782353281975, + 0.03921991586685181, + 0.049678441137075424, + 0.07591427117586136, + 0.03316980600357056, + 0.10009333491325378, + 0.03867671638727188, + 0.5178568959236145 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.006738675758242607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343291625380516 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343291625380516, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343291625380516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07983093708753586, + 0.08720413595438004, + 0.13054491579532623, + 0.030212415382266045, + 0.04219052940607071, + 0.048647671937942505, + 0.02337540313601494, + 0.07211317867040634, + 0.06043889373540878, + 0.4254418909549713 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.026343291625380516 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up shot, shot from a slightly upward angle and employing an extremely shallow depth of field, precisely captures an exquisite antique watch being gently tossed into the air. The watch features a polished rose gold case, an ivory dial adorned with slender Roman numerals and delicate blued-steel Breguet hands, and a rich, dark brown alligator leather strap. As the watch gracefully and slowly turns freely in the air, its domed sapphire crystal and metal case capture and reflect the warm surrounding light, shimmering fleeting, dazzling bursts of light with each rotation. In the background, the figures of friends laughing and chatting are blurred into soft, dynamic silhouettes, while the warm interior lighting transforms into captivating circular circles of light, creating an atmosphere of intimacy, joy, and the essence of life, capturing the beauty of this moment in eternal joy.", + "seed": 25089, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_7/index_9709_seed_25089_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013499708473682403, + "vlm_logprob": -0.013499708473682403, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.013499708473682403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014911500737071037 + ], + "opposite_logprob_tokens": [ + -4.264911651611328 + ], + "logprob_reward": -0.014911500737071037, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014911500737071037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23541253805160522, + 0.10900700837373734, + 0.08709754049777985, + 0.10213727504014969, + 0.08361930400133133, + 0.04596000909805298, + 0.09177716821432114, + 0.06916916370391846, + 0.08686138689517975, + 0.08895864337682724 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014911500737071037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255324762314558 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.01255324762314558, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255324762314558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13120698928833008, + 0.2760404348373413, + 0.04493902996182442, + 0.05076998844742775, + 0.13702234625816345, + 0.0321057103574276, + 0.12172388285398483, + 0.07138345390558243, + 0.09291117638349533, + 0.041897017508745193 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.01255324762314558 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059118263423443 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059118263423443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059118263423443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2516273558139801, + 0.15356525778770447, + 0.08690697699785233, + 0.09023774415254593, + 0.07977218180894852, + 0.05302274227142334, + 0.07220304012298584, + 0.1012570708990097, + 0.03660980239510536, + 0.07479789108037949 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02059118263423443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251660011708736 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251660011708736, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251660011708736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1228683739900589, + 0.12260730564594269, + 0.04073365777730942, + 0.08631070703268051, + 0.19882133603096008, + 0.08135736733675003, + 0.14342038333415985, + 0.053563445806503296, + 0.05435410887002945, + 0.09596330672502518 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.005251660011708736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190951362252235 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014190951362252235, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190951362252235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16064943373203278, + 0.10894379764795303, + 0.06469932943582535, + 0.0596313439309597, + 0.21250338852405548, + 0.04950376972556114, + 0.12924763560295105, + 0.05449961870908737, + 0.0940522700548172, + 0.06626938283443451 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.014190951362252235 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion close-up shot, shot from a slightly upward angle and employing an extremely shallow depth of field, precisely captures an exquisite antique watch being gently tossed into the air. The watch features a polished rose gold case, an ivory dial adorned with slender Roman numerals and delicate blued-steel Breguet hands, and a rich, dark brown alligator leather strap. As the watch gracefully and slowly turns freely in the air, its domed sapphire crystal and metal case capture and reflect the warm surrounding light, shimmering fleeting, dazzling bursts of light with each rotation. In the background, the figures of friends laughing and chatting are blurred into soft, dynamic silhouettes, while the warm interior lighting transforms into captivating circular circles of light, creating an atmosphere of intimacy, joy, and the essence of life, capturing the beauty of this moment in eternal joy.", + "seed": 25090, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_7/index_9709_seed_25090_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022791596502065657, + "vlm_logprob": -0.022791596502065657, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.022791596502065657, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024463564157485962 + ], + "opposite_logprob_tokens": [ + -3.774463653564453 + ], + "logprob_reward": -0.024463564157485962, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024463564157485962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06985332816839218, + 0.05467058718204498, + 0.6449368596076965, + 0.040101293474435806, + 0.030680397525429726, + 0.019737835973501205, + 0.025315094739198685, + 0.033435165882110596, + 0.038773901760578156, + 0.04249556362628937 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.024463564157485962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822388663887978 + ], + "opposite_logprob_tokens": [ + -3.52982234954834 + ], + "logprob_reward": -0.029822388663887978, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822388663887978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0214370284229517, + 0.017336508259177208, + 0.7809052467346191, + 0.029807234182953835, + 0.013463896699249744, + 0.023372726514935493, + 0.06841685622930527, + 0.011835400015115738, + 0.015617365948855877, + 0.01780775561928749 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.029822388663887978 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819620095193386 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.01819620095193386, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819620095193386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10511001199483871, + 0.09491916745901108, + 0.4222780168056488, + 0.10337765514850616, + 0.030471092090010643, + 0.04651966318488121, + 0.06524964421987534, + 0.024569746106863022, + 0.0393429696559906, + 0.06816209852695465 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.01819620095193386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291567340493202 + ], + "opposite_logprob_tokens": [ + -3.77329158782959 + ], + "logprob_reward": -0.023291567340493202, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291567340493202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10349653661251068, + 0.05664545297622681, + 0.31387972831726074, + 0.08128616958856583, + 0.0314611978828907, + 0.05953758582472801, + 0.06598606705665588, + 0.1205848976969719, + 0.06906679272651672, + 0.09805554896593094 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.023291567340493202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion close-up of an antique watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch being gently tossed into the air and turning freely?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the watch have a polished rose gold case, an ivory dial with Roman numerals, and a dark brown alligator leather strap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing blurred figures of friends laughing and chatting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle with an extremely shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818426139652729 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.01818426139652729, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818426139652729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03595802187919617, + 0.029377885162830353, + 0.6208242177963257, + 0.04851226508617401, + 0.020319826900959015, + 0.0215409304946661, + 0.09660229086875916, + 0.028553465381264687, + 0.03393501415848732, + 0.06437608599662781 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.01818426139652729 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_8/index_tensor([5441, 5441])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_8/index_tensor([5441, 5441])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..78aa2722003945af5896969f4075cf8ab1c34501 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_8/index_tensor([5441, 5441])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle close-up captures a pair of vintage four-wheeled roller skates swaying hesitantly across a rough, dark-gray asphalt surface. The skates are clad in worn, seaweed-green leather boots, their laces slightly frayed. Their polyurethane wheels are a milky white, speckled with the grit from the ground. Warm, golden sunlight bathes the scene in late afternoon light, capturing the dull gleam of the aluminum panels and casting long, soft shadows that accentuate the skates' precarious motion. One skate tilts precariously inward, its outer wheel lifting just a millimeter off the pavement before correcting with a clumsy weight shift, passing the jolt to the other skate. This precarious back-and-forth, the only movement in the frame, creates a concentrated tension. The entire scene is rendered with the rich, cinematic quality of 35mm film, characterized by delicate, organic textures, deep color saturation, and a gentle halo around the sunlit edges of the skates, evoking a nostalgic and slightly anxious atmosphere of precarious equilibrium.", + "seed": 18517, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_8/index_5441_seed_18517_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010923237865790724, + "vlm_logprob": -0.010923237865790724, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.010923237865790724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014811902306973934 + ], + "opposite_logprob_tokens": [ + -4.264811992645264 + ], + "logprob_reward": -0.014811902306973934, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014811902306973934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09547898918390274, + 0.06801845133304596, + 0.09346320480108261, + 0.15704183280467987, + 0.07728308439254761, + 0.21266040205955505, + 0.05062255635857582, + 0.09264259785413742, + 0.08802519738674164, + 0.06476368010044098 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.014811902306973934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739267613738775 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739267613738775, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739267613738775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11598068475723267, + 0.2280765324831009, + 0.08131936192512512, + 0.06420139968395233, + 0.05224032700061798, + 0.11514102667570114, + 0.04026683792471886, + 0.08625420182943344, + 0.10153498500585556, + 0.1149846538901329 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.006739267613738775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187190681695938 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187190681695938, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187190681695938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16364510357379913, + 0.19093647599220276, + 0.09101330488920212, + 0.09253107011318207, + 0.03980395570397377, + 0.1980646848678589, + 0.04398803785443306, + 0.0712040513753891, + 0.05099119618535042, + 0.05782206729054451 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.014187190681695938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062971204519272 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062971204519272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062971204519272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09506223350763321, + 0.05123071372509003, + 0.13756880164146423, + 0.037413280457258224, + 0.2620890438556671, + 0.1552676558494568, + 0.09006638079881668, + 0.12808173894882202, + 0.01445520669221878, + 0.02876497432589531 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.016062971204519272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028148575220257044 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.0028148575220257044, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028148575220257044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15586836636066437, + 0.11492656171321869, + 0.09506738185882568, + 0.07837983965873718, + 0.09079445153474808, + 0.0943138599395752, + 0.10482875257730484, + 0.14841942489147186, + 0.0483272448182106, + 0.06907415390014648 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0028148575220257044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up captures a pair of vintage four-wheeled roller skates swaying hesitantly across a rough, dark-gray asphalt surface. The skates are clad in worn, seaweed-green leather boots, their laces slightly frayed. Their polyurethane wheels are a milky white, speckled with the grit from the ground. Warm, golden sunlight bathes the scene in late afternoon light, capturing the dull gleam of the aluminum panels and casting long, soft shadows that accentuate the skates' precarious motion. One skate tilts precariously inward, its outer wheel lifting just a millimeter off the pavement before correcting with a clumsy weight shift, passing the jolt to the other skate. This precarious back-and-forth, the only movement in the frame, creates a concentrated tension. The entire scene is rendered with the rich, cinematic quality of 35mm film, characterized by delicate, organic textures, deep color saturation, and a gentle halo around the sunlit edges of the skates, evoking a nostalgic and slightly anxious atmosphere of precarious equilibrium.", + "seed": 18518, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_8/index_5441_seed_18518_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012325999233871699, + "vlm_logprob": -0.012325999233871699, + "vlm_yes_no_margin": 4.5499999046325685, + "vlm_token_credit": -0.012325999233871699, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014678462408483028 + ], + "opposite_logprob_tokens": [ + -4.264678478240967 + ], + "logprob_reward": -0.014678462408483028, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014678462408483028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07942613214254379, + 0.03233242779970169, + 0.07337566465139389, + 0.31273671984672546, + 0.07366588711738586, + 0.07851933687925339, + 0.09615031629800797, + 0.06640630960464478, + 0.08222100883722305, + 0.10516618192195892 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.014678462408483028 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046434905380010605 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.0046434905380010605, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046434905380010605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11835001409053802, + 0.07879235595464706, + 0.0391073077917099, + 0.29327279329299927, + 0.07434732466936111, + 0.07805734127759933, + 0.10456227511167526, + 0.10580465942621231, + 0.03996321186423302, + 0.06774266064167023 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0046434905380010605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179578706622124 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.018179578706622124, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018179578706622124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17242881655693054, + 0.08767565339803696, + 0.03591999411582947, + 0.16884265840053558, + 0.06680605560541153, + 0.07785298675298691, + 0.12107548117637634, + 0.13296708464622498, + 0.07813126593828201, + 0.05830000713467598 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.018179578706622124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818344183266163 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.01818344183266163, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818344183266163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14741221070289612, + 0.0772867202758789, + 0.09630528092384338, + 0.09139974415302277, + 0.0758080929517746, + 0.09818481653928757, + 0.10341077297925949, + 0.09452984482049942, + 0.052847057580947876, + 0.1628154218196869 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.01818344183266163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059450226835906506 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.0059450226835906506, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059450226835906506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12929846346378326, + 0.06638699024915695, + 0.036367304623126984, + 0.16555219888687134, + 0.04208295792341232, + 0.23750005662441254, + 0.12032333016395569, + 0.07947146147489548, + 0.06025880575180054, + 0.0627584382891655 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.0059450226835906506 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up captures a pair of vintage four-wheeled roller skates swaying hesitantly across a rough, dark-gray asphalt surface. The skates are clad in worn, seaweed-green leather boots, their laces slightly frayed. Their polyurethane wheels are a milky white, speckled with the grit from the ground. Warm, golden sunlight bathes the scene in late afternoon light, capturing the dull gleam of the aluminum panels and casting long, soft shadows that accentuate the skates' precarious motion. One skate tilts precariously inward, its outer wheel lifting just a millimeter off the pavement before correcting with a clumsy weight shift, passing the jolt to the other skate. This precarious back-and-forth, the only movement in the frame, creates a concentrated tension. The entire scene is rendered with the rich, cinematic quality of 35mm film, characterized by delicate, organic textures, deep color saturation, and a gentle halo around the sunlit edges of the skates, evoking a nostalgic and slightly anxious atmosphere of precarious equilibrium.", + "seed": 18519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_8/index_5441_seed_18519_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00903158080764115, + "vlm_logprob": -0.00903158080764115, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.00903158080764115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004971642047166824 + ], + "opposite_logprob_tokens": [ + -5.379971504211426 + ], + "logprob_reward": -0.004971642047166824, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004971642047166824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11292547732591629, + 0.18011869490146637, + 0.048935990780591965, + 0.030286338180303574, + 0.16385403275489807, + 0.1777617484331131, + 0.03650476783514023, + 0.08160008490085602, + 0.10623214393854141, + 0.06178073212504387 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.004971642047166824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253320559859276 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253320559859276, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253320559859276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09757386893033981, + 0.19858765602111816, + 0.05998508259654045, + 0.04508862644433975, + 0.17525655031204224, + 0.062271542847156525, + 0.0332532599568367, + 0.2090660184621811, + 0.07226726412773132, + 0.04665018245577812 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.005253320559859276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057340428233147 + ], + "opposite_logprob_tokens": [ + -4.14105749130249 + ], + "logprob_reward": -0.016057340428233147, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057340428233147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14560572803020477, + 0.204167440533638, + 0.12142627686262131, + 0.0331103652715683, + 0.06135396286845207, + 0.1023140549659729, + 0.12100239098072052, + 0.09529124200344086, + 0.0735163539648056, + 0.04221218079328537 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.016057340428233147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606074348092079 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.01606074348092079, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606074348092079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21216319501399994, + 0.11608775705099106, + 0.06646101176738739, + 0.09191932529211044, + 0.07173638790845871, + 0.1715155988931656, + 0.038593027740716934, + 0.045501161366701126, + 0.11607205867767334, + 0.06995051354169846 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.01606074348092079 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028148575220257044 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.0028148575220257044, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028148575220257044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21012510359287262, + 0.12257028371095657, + 0.0404108501970768, + 0.06901579350233078, + 0.05868770554661751, + 0.03883467987179756, + 0.0409526601433754, + 0.1463983654975891, + 0.1574140042066574, + 0.11559057235717773 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0028148575220257044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up captures a pair of vintage four-wheeled roller skates swaying hesitantly across a rough, dark-gray asphalt surface. The skates are clad in worn, seaweed-green leather boots, their laces slightly frayed. Their polyurethane wheels are a milky white, speckled with the grit from the ground. Warm, golden sunlight bathes the scene in late afternoon light, capturing the dull gleam of the aluminum panels and casting long, soft shadows that accentuate the skates' precarious motion. One skate tilts precariously inward, its outer wheel lifting just a millimeter off the pavement before correcting with a clumsy weight shift, passing the jolt to the other skate. This precarious back-and-forth, the only movement in the frame, creates a concentrated tension. The entire scene is rendered with the rich, cinematic quality of 35mm film, characterized by delicate, organic textures, deep color saturation, and a gentle halo around the sunlit edges of the skates, evoking a nostalgic and slightly anxious atmosphere of precarious equilibrium.", + "seed": 18520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_8/index_5441_seed_18520_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02760784076526761, + "vlm_logprob": -0.02760784076526761, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.02760784076526761, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03471485897898674 + ], + "opposite_logprob_tokens": [ + -3.409714937210083 + ], + "logprob_reward": -0.03471485897898674, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03471485897898674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1769317239522934, + 0.10714015364646912, + 0.07889407128095627, + 0.09226527065038681, + 0.056776080280542374, + 0.10998331010341644, + 0.10228896886110306, + 0.09053517132997513, + 0.059800222516059875, + 0.12538500130176544 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.03471485897898674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607939414680004 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.01607939414680004, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607939414680004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1498008668422699, + 0.086623914539814, + 0.07388469576835632, + 0.08345536142587662, + 0.05233195424079895, + 0.11430177837610245, + 0.0881311371922493, + 0.15298430621623993, + 0.08230752497911453, + 0.1161784753203392 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01607939414680004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343757286667824 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343757286667824, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343757286667824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18644832074642181, + 0.03807809203863144, + 0.06625320762395859, + 0.10282859951257706, + 0.06621403247117996, + 0.08092056214809418, + 0.1742807775735855, + 0.08681594580411911, + 0.12074293196201324, + 0.07741754502058029 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.026343757286667824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495474860072136 + ], + "opposite_logprob_tokens": [ + -2.929954767227173 + ], + "logprob_reward": -0.05495474860072136, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495474860072136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16125698387622833, + 0.09007015079259872, + 0.07342375069856644, + 0.20121259987354279, + 0.04837828874588013, + 0.07126504927873611, + 0.06299351155757904, + 0.04853398725390434, + 0.09705686569213867, + 0.14580878615379333 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.05495474860072136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects a pair of vintage four-wheeled roller skates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the skates clad in worn, seaweed-green leather boots with slightly frayed laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the polyurethane wheels milky white and speckled with grit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static, low-angle close-up perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature warm, golden sunlight casting long, soft shadows on a rough, dark-gray asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946444813162088 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946444813162088, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946444813162088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2234191745519638, + 0.05863742530345917, + 0.05731123313307762, + 0.08326469361782074, + 0.11417578160762787, + 0.15360680222511292, + 0.1622701734304428, + 0.03760448098182678, + 0.037235621362924576, + 0.0724746584892273 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.005946444813162088 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_9/index_tensor([7519, 7519])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_9/index_tensor([7519, 7519])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f8e1f56d987a24f2cb454adfbaa2ba517c8fbb40 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_9/index_tensor([7519, 7519])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot, the camera hovering just above the water, pans swiftly to the right, tracking a majestic blue heron as it traverses the shallow, clear waters of a tranquil marsh during golden hour. With its gray-brown body, long, sinuous neck formed in a tight S-curve, and crest of dark feathers, the heron moves with breathtaking speed. Its piercing yellow eyes lock onto unseen prey ahead with predatory intensity, its dagger-like yellow beak poised to strike. Its long, slender legs pave the water, creating a V-shaped wake and spraying shimmering droplets into the air, capturing the soft, warm light of the setting sun. The rapid panning motion, combined with the heron's speed, creates a natural motion blur against the background of submerged reeds and disturbed water, effectively isolating the subject. This visual effect powerfully emphasizes the swift, abrupt nature of its movements, creating an atmosphere of tension and drama as a primeval hunt unfolds, while preserving the sharp, breathtaking clarity of the heron's highly focused head and eyes.", + "seed": 11255, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_9/index_7519_seed_11255_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11313547287136316, + "vlm_logprob": -0.11313547287136316, + "vlm_yes_no_margin": 2.824999988079071, + "vlm_token_credit": -0.11313547287136316, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07571876794099808 + ], + "opposite_logprob_tokens": [ + -2.700718879699707 + ], + "logprob_reward": -0.07571876794099808, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07571876794099808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1410236805677414, + 0.0691073089838028, + 0.13703426718711853, + 0.12916874885559082, + 0.036404967308044434, + 0.1894717514514923, + 0.027045097202062607, + 0.05000763386487961, + 0.16002656519412994, + 0.060709964483976364 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.07571876794099808 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387104332447052 + ], + "opposite_logprob_tokens": [ + -1.1371042728424072 + ], + "logprob_reward": -0.387104332447052, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.387104332447052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15633705258369446, + 0.07460295408964157, + 0.18140047788619995, + 0.10572165250778198, + 0.03692389279603958, + 0.16153448820114136, + 0.048216529190540314, + 0.06856565177440643, + 0.06658175587654114, + 0.10011549293994904 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.387104332447052 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978530291467905 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.00978530291467905, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978530291467905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10083068162202835, + 0.05348441004753113, + 0.1863701194524765, + 0.08895266801118851, + 0.12035632878541946, + 0.13948187232017517, + 0.13538676500320435, + 0.0734451413154602, + 0.03529787063598633, + 0.06639410555362701 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.00978530291467905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549791194498539 + ], + "opposite_logprob_tokens": [ + -2.929979085922241 + ], + "logprob_reward": -0.0549791194498539, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549791194498539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13623873889446259, + 0.045347459614276886, + 0.09961006045341492, + 0.05872019752860069, + 0.25582078099250793, + 0.06913790106773376, + 0.08405043929815292, + 0.12007822841405869, + 0.058178629726171494, + 0.07281757891178131 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0549791194498539 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808984160423279 + ], + "opposite_logprob_tokens": [ + -3.2880897521972656 + ], + "logprob_reward": -0.03808984160423279, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808984160423279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10285786539316177, + 0.08466386049985886, + 0.0753808468580246, + 0.268459290266037, + 0.03795359656214714, + 0.10047914832830429, + 0.0818883553147316, + 0.03540626913309097, + 0.1114559918642044, + 0.1014547348022461 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.03808984160423279 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, the camera hovering just above the water, pans swiftly to the right, tracking a majestic blue heron as it traverses the shallow, clear waters of a tranquil marsh during golden hour. With its gray-brown body, long, sinuous neck formed in a tight S-curve, and crest of dark feathers, the heron moves with breathtaking speed. Its piercing yellow eyes lock onto unseen prey ahead with predatory intensity, its dagger-like yellow beak poised to strike. Its long, slender legs pave the water, creating a V-shaped wake and spraying shimmering droplets into the air, capturing the soft, warm light of the setting sun. The rapid panning motion, combined with the heron's speed, creates a natural motion blur against the background of submerged reeds and disturbed water, effectively isolating the subject. This visual effect powerfully emphasizes the swift, abrupt nature of its movements, creating an atmosphere of tension and drama as a primeval hunt unfolds, while preserving the sharp, breathtaking clarity of the heron's highly focused head and eyes.", + "seed": 11256, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_9/index_7519_seed_11256_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2304310517385602, + "vlm_logprob": -0.2304310517385602, + "vlm_yes_no_margin": 2.925000011920929, + "vlm_token_credit": -0.2304310517385602, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036157697439193726 + ], + "opposite_logprob_tokens": [ + -3.4111576080322266 + ], + "logprob_reward": -0.036157697439193726, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036157697439193726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7638523578643799, + 0.0072545940056443214, + 0.017332026734948158, + 0.005940497387200594, + 0.028731828555464745, + 0.017277419567108154, + 0.04473461955785751, + 0.079556405544281, + 0.01722128503024578, + 0.018099013715982437 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.036157697439193726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538723468780518 + ], + "opposite_logprob_tokens": [ + -0.42887240648269653 + ], + "logprob_reward": -1.0538723468780518, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0538723468780518, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.8763212561607361, + 0.002456137677654624, + 0.009777980856597424, + 0.0021669750567525625, + 0.012811382301151752, + 0.0028482850175350904, + 0.06626681238412857, + 0.016807129606604576, + 0.0039344471879303455, + 0.006609548814594746 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -1.0538723468780518 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207640662789345 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207640662789345, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207640662789345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8970971703529358, + 0.004898746032267809, + 0.009134459309279919, + 0.0038297604769468307, + 0.007834340445697308, + 0.00558994896709919, + 0.03287424519658089, + 0.03006811998784542, + 0.0043573840521276, + 0.004315825179219246 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.014207640662789345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033723801374435425 + ], + "opposite_logprob_tokens": [ + -3.408723831176758 + ], + "logprob_reward": -0.033723801374435425, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033723801374435425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34208065271377563, + 0.0181280430406332, + 0.05518157407641411, + 0.027443209663033485, + 0.10333781689405441, + 0.03512940928339958, + 0.14943532645702362, + 0.11866243928670883, + 0.03231409564614296, + 0.11828744411468506 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.033723801374435425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193772338330746 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193772338330746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193772338330746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8518476486206055, + 0.004139869008213282, + 0.005180917680263519, + 0.005889998748898506, + 0.0064508942887187, + 0.006753122434020042, + 0.03006746433675289, + 0.07702092826366425, + 0.006523169111460447, + 0.006126024294644594 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.014193772338330746 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, the camera hovering just above the water, pans swiftly to the right, tracking a majestic blue heron as it traverses the shallow, clear waters of a tranquil marsh during golden hour. With its gray-brown body, long, sinuous neck formed in a tight S-curve, and crest of dark feathers, the heron moves with breathtaking speed. Its piercing yellow eyes lock onto unseen prey ahead with predatory intensity, its dagger-like yellow beak poised to strike. Its long, slender legs pave the water, creating a V-shaped wake and spraying shimmering droplets into the air, capturing the soft, warm light of the setting sun. The rapid panning motion, combined with the heron's speed, creates a natural motion blur against the background of submerged reeds and disturbed water, effectively isolating the subject. This visual effect powerfully emphasizes the swift, abrupt nature of its movements, creating an atmosphere of tension and drama as a primeval hunt unfolds, while preserving the sharp, breathtaking clarity of the heron's highly focused head and eyes.", + "seed": 11257, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_9/index_7519_seed_11257_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13767303433269262, + "vlm_logprob": -0.13767303433269262, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.13767303433269262, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08627593517303467 + ], + "opposite_logprob_tokens": [ + -2.586276054382324 + ], + "logprob_reward": -0.08627593517303467, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08627593517303467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11955118924379349, + 0.1581825464963913, + 0.0940949097275734, + 0.06579364836215973, + 0.10393819212913513, + 0.0693395733833313, + 0.05578209459781647, + 0.15128864347934723, + 0.11634247750043869, + 0.06568676233291626 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.08627593517303467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289649426937103 + ], + "opposite_logprob_tokens": [ + -1.0539649724960327 + ], + "logprob_reward": -0.4289649426937103, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289649426937103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09103938937187195, + 0.08015033602714539, + 0.08233996480703354, + 0.0630500540137291, + 0.14110787212848663, + 0.11263758689165115, + 0.04284922778606415, + 0.21688640117645264, + 0.1363084316253662, + 0.03363070264458656 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.4289649426937103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202234335243702 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202234335243702, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202234335243702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1462525576353073, + 0.07703275978565216, + 0.0767788514494896, + 0.06538095325231552, + 0.08267026394605637, + 0.06898698955774307, + 0.09558609873056412, + 0.1771843582391739, + 0.150081604719162, + 0.06004560366272926 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.014202234335243702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428527534008026 + ], + "opposite_logprob_tokens": [ + -2.017852783203125 + ], + "logprob_reward": -0.1428527534008026, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428527534008026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07877020537853241, + 0.08572319895029068, + 0.0685400515794754, + 0.09870929270982742, + 0.07699687778949738, + 0.07393640279769897, + 0.0686989352107048, + 0.3079194724559784, + 0.0805877223610878, + 0.060117848217487335 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.1428527534008026 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069306060671806 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069306060671806, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069306060671806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16520532965660095, + 0.15852580964565277, + 0.08189303427934647, + 0.12470436841249466, + 0.06591621041297913, + 0.01931855082511902, + 0.07889971137046814, + 0.06447064876556396, + 0.18133734166622162, + 0.059729039669036865 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.016069306060671806 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, the camera hovering just above the water, pans swiftly to the right, tracking a majestic blue heron as it traverses the shallow, clear waters of a tranquil marsh during golden hour. With its gray-brown body, long, sinuous neck formed in a tight S-curve, and crest of dark feathers, the heron moves with breathtaking speed. Its piercing yellow eyes lock onto unseen prey ahead with predatory intensity, its dagger-like yellow beak poised to strike. Its long, slender legs pave the water, creating a V-shaped wake and spraying shimmering droplets into the air, capturing the soft, warm light of the setting sun. The rapid panning motion, combined with the heron's speed, creates a natural motion blur against the background of submerged reeds and disturbed water, effectively isolating the subject. This visual effect powerfully emphasizes the swift, abrupt nature of its movements, creating an atmosphere of tension and drama as a primeval hunt unfolds, while preserving the sharp, breathtaking clarity of the heron's highly focused head and eyes.", + "seed": 11258, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000128/group_9/index_7519_seed_11258_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24897882100194693, + "vlm_logprob": -0.24897882100194693, + "vlm_yes_no_margin": 2.625000011920929, + "vlm_token_credit": -0.24897882100194693, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07269778102636337 + ], + "opposite_logprob_tokens": [ + -2.822697877883911 + ], + "logprob_reward": -0.07269778102636337, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07269778102636337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12877371907234192, + 0.1446595937013626, + 0.055710822343826294, + 0.15964607894420624, + 0.062411338090896606, + 0.05088352784514427, + 0.15723739564418793, + 0.04953579977154732, + 0.08061503618955612, + 0.11052670329809189 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.07269778102636337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538949966430664 + ], + "opposite_logprob_tokens": [ + -0.4288950562477112 + ], + "logprob_reward": -1.0538949966430664, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0538949966430664, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06161624565720558, + 0.020936308428645134, + 0.03084375523030758, + 0.7401090264320374, + 0.012739990837872028, + 0.06526865065097809, + 0.018244724720716476, + 0.022524498403072357, + 0.012637199833989143, + 0.01507955975830555 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -1.0538949966430664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647258393466473 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647258393466473, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647258393466473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060509707778692245, + 0.027425961568951607, + 0.013623884879052639, + 0.8038788437843323, + 0.020589949563145638, + 0.01771751418709755, + 0.013295340351760387, + 0.01037208829075098, + 0.005166302900761366, + 0.027420366182923317 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.008647258393466473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.089073047041893 + ], + "opposite_logprob_tokens": [ + -2.4640729427337646 + ], + "logprob_reward": -0.089073047041893, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.089073047041893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07967078685760498, + 0.011437258683145046, + 0.00888307299464941, + 0.8520241975784302, + 0.019370313733816147, + 0.004286371637135744, + 0.006528399419039488, + 0.008592430502176285, + 0.0019394700648263097, + 0.0072676693089306355 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.089073047041893 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot with the camera hovering just above the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera panning swiftly to the right while tracking a blue heron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the heron have a gray-brown body, a long neck in a tight S-curve, and a crest of dark feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the heron's piercing yellow eyes and dagger-like yellow beak visible and focused sharply?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the heron's legs creating a V-shaped wake and spraying shimmering droplets in shallow clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581021904945374 + ], + "opposite_logprob_tokens": [ + -3.895581007003784 + ], + "logprob_reward": -0.020581021904945374, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581021904945374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03485503047704697, + 0.03231533616781235, + 0.02213321067392826, + 0.7090829610824585, + 0.03579594939947128, + 0.016159476712346077, + 0.05320058390498161, + 0.01450971607118845, + 0.01696537807583809, + 0.0649823471903801 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.020581021904945374 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_0/index_tensor([8512, 8512])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_0/index_tensor([8512, 8512])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4b59fe8b49a88037f04bec489a509d93fb62d489 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_0/index_tensor([8512, 8512])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro close-up, shot from eye level, focuses on an ear covered in dense, soft, light-brown hair. The outline of the auricle is clearly visible against a soft halo of light, a deep, blurred background of space. A thin, golden needle, gleaming with a brilliant metallic sheen, is carefully and steadily pulled outward by an invisible force. Its mirror-smooth shaft slowly slides out of the ear canal, its warm golden light illuminating the tips of every hair around it. As the needle completely exits the ear canal, the camera smoothly pulls back to reveal a wider scene. Simultaneously, a dazzling golden light erupts from the needle. Against the dark background, the needle expands and thickens at a visible speed, quickly transforming into a majestic staff with heavy golden hoops at each end and a deep ebony hue. A restrained yet powerful energy halo flows on the surface of the stick, casting dynamic light and shadow in the darkness. The entire picture transforms from the initial meticulousness to a grand narrative, full of mystery, power and a sense of epic that is about to unfold.", + "seed": 14125, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_0/index_8512_seed_14125_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017372053395956755, + "vlm_logprob": -0.017372053395956755, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.017372053395956755, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006775500252842903 + ], + "opposite_logprob_tokens": [ + -5.256775379180908 + ], + "logprob_reward": -0.006775500252842903, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006775500252842903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1277243047952652, + 0.15817978978157043, + 0.05292294919490814, + 0.04920956864953041, + 0.14782410860061646, + 0.08210720866918564, + 0.15268881618976593, + 0.09923327714204788, + 0.0766478031873703, + 0.053462229669094086 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.006775500252842903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160839706659317 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.0160839706659317, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160839706659317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20857451856136322, + 0.06685672700405121, + 0.02002277411520481, + 0.07161014527082443, + 0.14372926950454712, + 0.1287579983472824, + 0.09257307648658752, + 0.07937303930521011, + 0.11372565478086472, + 0.07477685809135437 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0160839706659317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738202180713415 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738202180713415, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738202180713415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05980909988284111, + 0.042080458253622055, + 0.022672463208436966, + 0.02927093394100666, + 0.04282136261463165, + 0.11075709015130997, + 0.10865934193134308, + 0.13565784692764282, + 0.05888478085398674, + 0.3893865644931793 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.006738202180713415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306694120168686 + ], + "opposite_logprob_tokens": [ + -3.16806697845459 + ], + "logprob_reward": -0.04306694120168686, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306694120168686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08739111572504044, + 0.028752023354172707, + 0.03350476920604706, + 0.016588037833571434, + 0.05991467088460922, + 0.09860092401504517, + 0.1659102439880371, + 0.12828661501407623, + 0.1158769428730011, + 0.2651746869087219 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.04306694120168686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195652678608894 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195652678608894, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195652678608894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03023047000169754, + 0.01646978035569191, + 0.014332643710076809, + 0.015382944606244564, + 0.05404311791062355, + 0.09194915741682053, + 0.2981124520301819, + 0.0641435757279396, + 0.1572169065475464, + 0.25811895728111267 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.014195652678608894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, shot from eye level, focuses on an ear covered in dense, soft, light-brown hair. The outline of the auricle is clearly visible against a soft halo of light, a deep, blurred background of space. A thin, golden needle, gleaming with a brilliant metallic sheen, is carefully and steadily pulled outward by an invisible force. Its mirror-smooth shaft slowly slides out of the ear canal, its warm golden light illuminating the tips of every hair around it. As the needle completely exits the ear canal, the camera smoothly pulls back to reveal a wider scene. Simultaneously, a dazzling golden light erupts from the needle. Against the dark background, the needle expands and thickens at a visible speed, quickly transforming into a majestic staff with heavy golden hoops at each end and a deep ebony hue. A restrained yet powerful energy halo flows on the surface of the stick, casting dynamic light and shadow in the darkness. The entire picture transforms from the initial meticulousness to a grand narrative, full of mystery, power and a sense of epic that is about to unfold.", + "seed": 14126, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_0/index_8512_seed_14126_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019597984198480845, + "vlm_logprob": -0.019597984198480845, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.019597984198480845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010579925961792469 + ], + "opposite_logprob_tokens": [ + -4.760580062866211 + ], + "logprob_reward": -0.010579925961792469, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010579925961792469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08709780871868134, + 0.09920607507228851, + 0.3893108367919922, + 0.0700637698173523, + 0.03496243804693222, + 0.05870652198791504, + 0.023650262504816055, + 0.022593434900045395, + 0.041888464242219925, + 0.17252036929130554 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.010579925961792469 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372069075703621 + ], + "opposite_logprob_tokens": [ + -3.4087207317352295 + ], + "logprob_reward": -0.03372069075703621, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372069075703621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14729514718055725, + 0.1802985668182373, + 0.27087804675102234, + 0.10127560049295425, + 0.04380732402205467, + 0.05080034211277962, + 0.046745333820581436, + 0.06260880827903748, + 0.037264078855514526, + 0.05902675539255142 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.03372069075703621 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589664578437805 + ], + "opposite_logprob_tokens": [ + -3.895589590072632 + ], + "logprob_reward": -0.020589664578437805, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589664578437805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1327056735754013, + 0.131634920835495, + 0.16540925204753876, + 0.0644613727927208, + 0.04474833607673645, + 0.07317959517240524, + 0.0382222980260849, + 0.02108646184206009, + 0.05522029101848602, + 0.27333173155784607 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.020589664578437805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635977976024151 + ], + "opposite_logprob_tokens": [ + -3.651359796524048 + ], + "logprob_reward": -0.02635977976024151, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635977976024151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11621589213609695, + 0.1804862767457962, + 0.3531961739063263, + 0.09275218099355698, + 0.04459282383322716, + 0.05341385304927826, + 0.03417682275176048, + 0.018395330756902695, + 0.05228925496339798, + 0.054481327533721924 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02635977976024151 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739859934896231 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006739859934896231, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739859934896231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048637755215168, + 0.06619053333997726, + 0.3692769706249237, + 0.02204856276512146, + 0.01440043468028307, + 0.051018331199884415, + 0.012409462593495846, + 0.020423918962478638, + 0.041599854826927185, + 0.353994220495224 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.006739859934896231 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, shot from eye level, focuses on an ear covered in dense, soft, light-brown hair. The outline of the auricle is clearly visible against a soft halo of light, a deep, blurred background of space. A thin, golden needle, gleaming with a brilliant metallic sheen, is carefully and steadily pulled outward by an invisible force. Its mirror-smooth shaft slowly slides out of the ear canal, its warm golden light illuminating the tips of every hair around it. As the needle completely exits the ear canal, the camera smoothly pulls back to reveal a wider scene. Simultaneously, a dazzling golden light erupts from the needle. Against the dark background, the needle expands and thickens at a visible speed, quickly transforming into a majestic staff with heavy golden hoops at each end and a deep ebony hue. A restrained yet powerful energy halo flows on the surface of the stick, casting dynamic light and shadow in the darkness. The entire picture transforms from the initial meticulousness to a grand narrative, full of mystery, power and a sense of epic that is about to unfold.", + "seed": 14127, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_0/index_8512_seed_14127_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02621001601219177, + "vlm_logprob": -0.02621001601219177, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.02621001601219177, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02193569764494896 + ], + "opposite_logprob_tokens": [ + -3.8969357013702393 + ], + "logprob_reward": -0.02193569764494896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02193569764494896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11420001834630966, + 0.08360729366540909, + 0.04571090638637543, + 0.022126827389001846, + 0.051128990948200226, + 0.06688930094242096, + 0.08588244765996933, + 0.050999268889427185, + 0.44522449374198914, + 0.034230541437864304 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.02193569764494896 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060169354081154 + ], + "opposite_logprob_tokens": [ + -3.895601749420166 + ], + "logprob_reward": -0.02060169354081154, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060169354081154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1426016092300415, + 0.012184162624180317, + 0.010282374918460846, + 0.0075295367278158665, + 0.026887189596891403, + 0.10654681921005249, + 0.08083362132310867, + 0.08778415620326996, + 0.4746372103691101, + 0.05071338266134262 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.02060169354081154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587211474776268 + ], + "opposite_logprob_tokens": [ + -3.895587205886841 + ], + "logprob_reward": -0.020587211474776268, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587211474776268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1216164082288742, + 0.020227735862135887, + 0.012775473296642303, + 0.012533505447208881, + 0.017918191850185394, + 0.1026434451341629, + 0.0842653214931488, + 0.05583982914686203, + 0.5200396776199341, + 0.052140455693006516 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.020587211474776268 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981475181877613 + ], + "opposite_logprob_tokens": [ + -3.5298147201538086 + ], + "logprob_reward": -0.02981475181877613, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981475181877613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10388991981744766, + 0.03874289244413376, + 0.010184396058321, + 0.011124521493911743, + 0.02874540165066719, + 0.15435481071472168, + 0.06478869169950485, + 0.06887929886579514, + 0.35556861758232117, + 0.16372150182724 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.02981475181877613 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038110725581645966 + ], + "opposite_logprob_tokens": [ + -3.2881107330322266 + ], + "logprob_reward": -0.038110725581645966, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038110725581645966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07843180000782013, + 0.020941464230418205, + 0.0067274500615894794, + 0.008756706491112709, + 0.013740776106715202, + 0.13918264210224152, + 0.06177825853228569, + 0.02652887813746929, + 0.2658398747444153, + 0.3780721426010132 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.038110725581645966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, shot from eye level, focuses on an ear covered in dense, soft, light-brown hair. The outline of the auricle is clearly visible against a soft halo of light, a deep, blurred background of space. A thin, golden needle, gleaming with a brilliant metallic sheen, is carefully and steadily pulled outward by an invisible force. Its mirror-smooth shaft slowly slides out of the ear canal, its warm golden light illuminating the tips of every hair around it. As the needle completely exits the ear canal, the camera smoothly pulls back to reveal a wider scene. Simultaneously, a dazzling golden light erupts from the needle. Against the dark background, the needle expands and thickens at a visible speed, quickly transforming into a majestic staff with heavy golden hoops at each end and a deep ebony hue. A restrained yet powerful energy halo flows on the surface of the stick, casting dynamic light and shadow in the darkness. The entire picture transforms from the initial meticulousness to a grand narrative, full of mystery, power and a sense of epic that is about to unfold.", + "seed": 14128, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_0/index_8512_seed_14128_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019532241113483905, + "vlm_logprob": -0.019532241113483905, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.019532241113483905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00919831171631813 + ], + "opposite_logprob_tokens": [ + -4.759198188781738 + ], + "logprob_reward": -0.00919831171631813, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00919831171631813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04447557032108307, + 0.11669524759054184, + 0.18573562800884247, + 0.038346439599990845, + 0.02228604629635811, + 0.02590121515095234, + 0.01872372440993786, + 0.4520825147628784, + 0.0269157737493515, + 0.06883775442838669 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.00919831171631813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054972123354673386 + ], + "opposite_logprob_tokens": [ + -2.9299721717834473 + ], + "logprob_reward": -0.054972123354673386, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054972123354673386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04519746080040932, + 0.16746048629283905, + 0.03753252327442169, + 0.07442904263734818, + 0.2345244139432907, + 0.07916370034217834, + 0.08894017338752747, + 0.05954289436340332, + 0.09003683179616928, + 0.12317246943712234 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.054972123354673386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632498629391193 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632498629391193, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632498629391193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03223275765776634, + 0.07423403114080429, + 0.025677157565951347, + 0.044923778623342514, + 0.05556048825383186, + 0.060075826942920685, + 0.04408465698361397, + 0.5127626657485962, + 0.09078270941972733, + 0.059665970504283905 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.007632498629391193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978943519294262 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.00978943519294262, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978943519294262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07243768125772476, + 0.04457423463463783, + 0.021811412647366524, + 0.019621679559350014, + 0.06488806754350662, + 0.038063179701566696, + 0.05125582590699196, + 0.3393254578113556, + 0.05346421152353287, + 0.2945582866668701 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.00978943519294262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a macro close-up focusing on an ear covered in dense, light-brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thin, golden needle with a metallic sheen visible being pulled out of the ear canal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera smoothly pull back to reveal a wider scene as the needle exits the ear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the needle transform into a staff with heavy golden hoops and a deep ebony hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a dazzling golden light erupting from the needle against a dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160688366740942 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160688366740942, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160688366740942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010761728510260582, + 0.017524270340800285, + 0.010954514145851135, + 0.008614270947873592, + 0.027784790843725204, + 0.025173649191856384, + 0.024952465668320656, + 0.7564080953598022, + 0.04536549374461174, + 0.07246071845293045 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0160688366740942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_1/index_tensor([6583, 6583])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_1/index_tensor([6583, 6583])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cfcbf20a843800e19c6c9efce921215ae35e95a0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_1/index_tensor([6583, 6583])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a mid-range shot shot at high frame rate slow motion, the camera gently pans sideways with the subject, perfectly capturing the scene in the quintessential Miyazaki aesthetic. At the center of the frame, a young Miao girl is immersed in an ancient ethnic ritual. She wears an intricate, layered silver crown intricately carved with butterflies and floral patterns. Silver chains and silver flakes dangle gently with her movements, reflecting soft, fragmented light in the air. With clear, bright black eyes and a naturally rosy complexion, her expression is solemn and serene. She wears a traditional double-breasted blouse and pleated long skirt made of dark blue cotton and linen. The collar, cuffs, and hem are covered in intricate, hand-stitched embroidery depicting mountains, rivers, birds, animals, and ancient totems. Directly before her stands a weathered Miao wooden stilt house, its dark brown wood bearing the marks of time. In the background, rolling green mountains, gently shrouded in morning mist, rise. Soft morning sunlight penetrated the mist, creating clear, Tyndall-effect beams that illuminated countless dancing golden motes in the air. The girl's steps were graceful and precise, her arms elegantly extended, her wrists deftly twisted, and her heavy skirt gracefully unfurled with her gentle spin, creating a flowing ripple of color. Each movement flowed as smoothly as flowing water, without the slightest pause or blur, creating a sacred atmosphere of tranquility, purity, and vitality.", + "seed": 15396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_1/index_6583_seed_15396_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008963165897876024, + "vlm_logprob": -0.008963165897876024, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.008963165897876024, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006262322422116995 + ], + "opposite_logprob_tokens": [ + -5.131262302398682 + ], + "logprob_reward": -0.006262322422116995, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006262322422116995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22439032793045044, + 0.08230450004339218, + 0.07205017656087875, + 0.05181322246789932, + 0.10448076575994492, + 0.041791606694459915, + 0.07157598435878754, + 0.1035388857126236, + 0.12451689690351486, + 0.12353767454624176 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.006262322422116995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962679628282785 + ], + "opposite_logprob_tokens": [ + -5.13096284866333 + ], + "logprob_reward": -0.005962679628282785, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962679628282785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1729951947927475, + 0.08728855103254318, + 0.1475662738084793, + 0.049028873443603516, + 0.08432438224554062, + 0.06029181554913521, + 0.08056124299764633, + 0.05301428213715553, + 0.18852153420448303, + 0.07640791684389114 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.005962679628282785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016082093119621277 + ], + "opposite_logprob_tokens": [ + -4.141082286834717 + ], + "logprob_reward": -0.016082093119621277, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016082093119621277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17850424349308014, + 0.047659944742918015, + 0.0771365687251091, + 0.06860918551683426, + 0.176152303814888, + 0.0452355220913887, + 0.15483875572681427, + 0.07678132504224777, + 0.06962456554174423, + 0.1054576188325882 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.016082093119621277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733110640197992 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006733110640197992, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733110640197992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16059666872024536, + 0.04715394601225853, + 0.08517846465110779, + 0.10754825919866562, + 0.09608689695596695, + 0.060857340693473816, + 0.18296556174755096, + 0.09314579516649246, + 0.1233290359377861, + 0.043138038367033005 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.006733110640197992 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775623679161072 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775623679161072, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775623679161072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08741110563278198, + 0.07105713337659836, + 0.10056986659765244, + 0.08478672802448273, + 0.18602418899536133, + 0.07772107422351837, + 0.08708377927541733, + 0.09113273024559021, + 0.05890903249382973, + 0.15530431270599365 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.009775623679161072 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a mid-range shot shot at high frame rate slow motion, the camera gently pans sideways with the subject, perfectly capturing the scene in the quintessential Miyazaki aesthetic. At the center of the frame, a young Miao girl is immersed in an ancient ethnic ritual. She wears an intricate, layered silver crown intricately carved with butterflies and floral patterns. Silver chains and silver flakes dangle gently with her movements, reflecting soft, fragmented light in the air. With clear, bright black eyes and a naturally rosy complexion, her expression is solemn and serene. She wears a traditional double-breasted blouse and pleated long skirt made of dark blue cotton and linen. The collar, cuffs, and hem are covered in intricate, hand-stitched embroidery depicting mountains, rivers, birds, animals, and ancient totems. Directly before her stands a weathered Miao wooden stilt house, its dark brown wood bearing the marks of time. In the background, rolling green mountains, gently shrouded in morning mist, rise. Soft morning sunlight penetrated the mist, creating clear, Tyndall-effect beams that illuminated countless dancing golden motes in the air. The girl's steps were graceful and precise, her arms elegantly extended, her wrists deftly twisted, and her heavy skirt gracefully unfurled with her gentle spin, creating a flowing ripple of color. Each movement flowed as smoothly as flowing water, without the slightest pause or blur, creating a sacred atmosphere of tranquility, purity, and vitality.", + "seed": 15397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_1/index_6583_seed_15397_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03480359436944127, + "vlm_logprob": -0.03480359436944127, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03480359436944127, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009993401356041431 + ], + "opposite_logprob_tokens": [ + -4.634993553161621 + ], + "logprob_reward": -0.009993401356041431, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009993401356041431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2595456540584564, + 0.06690429151058197, + 0.02512321248650551, + 0.027373740449547768, + 0.09180846065282822, + 0.15877126157283783, + 0.0534350648522377, + 0.2263244241476059, + 0.060920119285583496, + 0.029793795198202133 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.009993401356041431 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645626526325941 + ], + "opposite_logprob_tokens": [ + -5.379645824432373 + ], + "logprob_reward": -0.004645626526325941, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645626526325941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2479809820652008, + 0.11480815708637238, + 0.04091373831033707, + 0.029559487476944923, + 0.2826591730117798, + 0.12830205261707306, + 0.02722475491464138, + 0.0755564272403717, + 0.025048408657312393, + 0.027946796268224716 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.004645626526325941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195535331964493 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195535331964493, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195535331964493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10993556678295135, + 0.4825013279914856, + 0.017770102247595787, + 0.10314033925533295, + 0.028392432257533073, + 0.15502840280532837, + 0.029642414301633835, + 0.04515674710273743, + 0.010645839385688305, + 0.017786817625164986 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.014195535331964493 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701015174388885 + ], + "opposite_logprob_tokens": [ + -2.1270101070404053 + ], + "logprob_reward": -0.12701015174388885, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701015174388885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2284063994884491, + 0.11898606270551682, + 0.010061978362500668, + 0.026428930461406708, + 0.3627215325832367, + 0.12212777137756348, + 0.04036155343055725, + 0.06333227455615997, + 0.01817110925912857, + 0.009402471594512463 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.12701015174388885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018173256888985634 + ], + "opposite_logprob_tokens": [ + -4.0181732177734375 + ], + "logprob_reward": -0.018173256888985634, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018173256888985634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11416970193386078, + 0.061855629086494446, + 0.039918240159749985, + 0.050119709223508835, + 0.21840694546699524, + 0.1534850299358368, + 0.06732691079378128, + 0.19414815306663513, + 0.07530402392148972, + 0.02526569925248623 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.018173256888985634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a mid-range shot shot at high frame rate slow motion, the camera gently pans sideways with the subject, perfectly capturing the scene in the quintessential Miyazaki aesthetic. At the center of the frame, a young Miao girl is immersed in an ancient ethnic ritual. She wears an intricate, layered silver crown intricately carved with butterflies and floral patterns. Silver chains and silver flakes dangle gently with her movements, reflecting soft, fragmented light in the air. With clear, bright black eyes and a naturally rosy complexion, her expression is solemn and serene. She wears a traditional double-breasted blouse and pleated long skirt made of dark blue cotton and linen. The collar, cuffs, and hem are covered in intricate, hand-stitched embroidery depicting mountains, rivers, birds, animals, and ancient totems. Directly before her stands a weathered Miao wooden stilt house, its dark brown wood bearing the marks of time. In the background, rolling green mountains, gently shrouded in morning mist, rise. Soft morning sunlight penetrated the mist, creating clear, Tyndall-effect beams that illuminated countless dancing golden motes in the air. The girl's steps were graceful and precise, her arms elegantly extended, her wrists deftly twisted, and her heavy skirt gracefully unfurled with her gentle spin, creating a flowing ripple of color. Each movement flowed as smoothly as flowing water, without the slightest pause or blur, creating a sacred atmosphere of tranquility, purity, and vitality.", + "seed": 15398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_1/index_6583_seed_15398_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028658932819962502, + "vlm_logprob": -0.028658932819962502, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.028658932819962502, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014386971481144428 + ], + "opposite_logprob_tokens": [ + -4.264387130737305 + ], + "logprob_reward": -0.014386971481144428, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014386971481144428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17147667706012726, + 0.23098990321159363, + 0.08086563646793365, + 0.07811320573091507, + 0.0712873712182045, + 0.026386957615613937, + 0.036269813776016235, + 0.10147153586149216, + 0.1287054568529129, + 0.07443338632583618 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.014386971481144428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595568772405386 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.00595568772405386, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595568772405386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12044738978147507, + 0.3717876076698303, + 0.09438425302505493, + 0.04438406601548195, + 0.04096631333231926, + 0.028465790674090385, + 0.04766867309808731, + 0.13725854456424713, + 0.0618552602827549, + 0.052782125771045685 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.00595568772405386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029804455116391182 + ], + "opposite_logprob_tokens": [ + -3.5298044681549072 + ], + "logprob_reward": -0.029804455116391182, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029804455116391182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1516844481229782, + 0.30853310227394104, + 0.03715010732412338, + 0.05004977062344551, + 0.03249621018767357, + 0.028844274580478668, + 0.026674112305045128, + 0.06167525425553322, + 0.07269386202096939, + 0.2301989644765854 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.029804455116391182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789603590965271 + ], + "opposite_logprob_tokens": [ + -2.578960418701172 + ], + "logprob_reward": -0.0789603590965271, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789603590965271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1949593871831894, + 0.18609900772571564, + 0.05454966798424721, + 0.07102431356906891, + 0.04772820323705673, + 0.09712472558021545, + 0.04640694707632065, + 0.04050006717443466, + 0.08025123178958893, + 0.18135645985603333 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0789603590965271 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187190681695938 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187190681695938, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187190681695938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14705315232276917, + 0.4633529782295227, + 0.04696761816740036, + 0.02779722400009632, + 0.019139805808663368, + 0.023582248017191887, + 0.0342140793800354, + 0.04400988668203354, + 0.10200173407793045, + 0.09188120812177658 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.014187190681695938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a mid-range shot shot at high frame rate slow motion, the camera gently pans sideways with the subject, perfectly capturing the scene in the quintessential Miyazaki aesthetic. At the center of the frame, a young Miao girl is immersed in an ancient ethnic ritual. She wears an intricate, layered silver crown intricately carved with butterflies and floral patterns. Silver chains and silver flakes dangle gently with her movements, reflecting soft, fragmented light in the air. With clear, bright black eyes and a naturally rosy complexion, her expression is solemn and serene. She wears a traditional double-breasted blouse and pleated long skirt made of dark blue cotton and linen. The collar, cuffs, and hem are covered in intricate, hand-stitched embroidery depicting mountains, rivers, birds, animals, and ancient totems. Directly before her stands a weathered Miao wooden stilt house, its dark brown wood bearing the marks of time. In the background, rolling green mountains, gently shrouded in morning mist, rise. Soft morning sunlight penetrated the mist, creating clear, Tyndall-effect beams that illuminated countless dancing golden motes in the air. The girl's steps were graceful and precise, her arms elegantly extended, her wrists deftly twisted, and her heavy skirt gracefully unfurled with her gentle spin, creating a flowing ripple of color. Each movement flowed as smoothly as flowing water, without the slightest pause or blur, creating a sacred atmosphere of tranquility, purity, and vitality.", + "seed": 15399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_1/index_6583_seed_15399_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0227786498144269, + "vlm_logprob": -0.0227786498144269, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.0227786498144269, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010229774750769138 + ], + "opposite_logprob_tokens": [ + -4.635229587554932 + ], + "logprob_reward": -0.010229774750769138, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010229774750769138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2700214385986328, + 0.07090464979410172, + 0.04261177033185959, + 0.08192316442728043, + 0.06149332597851753, + 0.08118264377117157, + 0.04818372055888176, + 0.06295406073331833, + 0.08417068421840668, + 0.196554496884346 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.010229774750769138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263162776827812 + ], + "opposite_logprob_tokens": [ + -5.255263328552246 + ], + "logprob_reward": -0.005263162776827812, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263162776827812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17744256556034088, + 0.143907830119133, + 0.06171837076544762, + 0.13332010805606842, + 0.10230620205402374, + 0.029672442004084587, + 0.03842759504914284, + 0.09046968072652817, + 0.1081538200378418, + 0.11458137631416321 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005263162776827812 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819620095193386 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.01819620095193386, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819620095193386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19583892822265625, + 0.09697337448596954, + 0.06849253177642822, + 0.0694054365158081, + 0.13102789223194122, + 0.07454698532819748, + 0.02545960247516632, + 0.1195821687579155, + 0.11028262972831726, + 0.1083904504776001 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01819620095193386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062027107924222946 + ], + "opposite_logprob_tokens": [ + -2.8120272159576416 + ], + "logprob_reward": -0.062027107924222946, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062027107924222946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2075658142566681, + 0.08444458991289139, + 0.11363126337528229, + 0.07637684047222137, + 0.05546058714389801, + 0.06224898621439934, + 0.07058270275592804, + 0.12800011038780212, + 0.11138205230236053, + 0.0903070792555809 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.062027107924222946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a mid-range shot featuring a young Miao girl at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the girl wear an intricate silver crown with butterfly and floral patterns, along with silver chains and flakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a dark blue double-breasted blouse and pleated long skirt with embroidery of mountains, rivers, and animals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a weathered dark brown Miao wooden stilt house directly in front of the girl with rolling green mountains and morning mist in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera gently pan sideways with the subject while the girl performs a graceful spin with her arms extended?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177002668380737 + ], + "opposite_logprob_tokens": [ + -4.018177032470703 + ], + "logprob_reward": -0.018177002668380737, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018177002668380737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11168809980154037, + 0.04933704435825348, + 0.055000659078359604, + 0.03818412870168686, + 0.054824069142341614, + 0.17322514951229095, + 0.03743458911776543, + 0.08221800625324249, + 0.25723499059677124, + 0.14085333049297333 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.018177002668380737 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_10/index_tensor([1531, 1531])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_10/index_tensor([1531, 1531])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c02b387bc97eae24a2eacdedf9fd9dcb04a40a53 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_10/index_tensor([1531, 1531])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, the video depicts a scene of minimalist perfection, rendered in surreal detail and filmed in high-speed slow motion. A vibrant sprig of mint floats on the surface of crystal-clear water, against a dark, out-of-focus background. Every detail of the mint is visible: the sharp, jagged edges of the emerald green leaves, the delicate veins of the branches, and the subtle drops of dew clinging to the surface. Suddenly, an unseen force strikes the sprig, causing it to tremble subtly. This impact triggers the video's core action: an intricate series of concentric ripples that spread outward with astonishing clarity. In super-slow motion, the camera captures the formation and expansion of each ripple, its crests catching the clean, bright studio light that shimmers like liquid glass and distorts the reflection of the mint beneath. The entire event unfolds with a tranquil, almost meditative quality, focusing the viewer's attention on the pure, elegant physics of the moment, creating an atmosphere of focused, tranquil beauty.", + "seed": 29017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_10/index_1531_seed_29017_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014328843634575605, + "vlm_logprob": -0.014328843634575605, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.014328843634575605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016559068113565445 + ], + "opposite_logprob_tokens": [ + -4.14155912399292 + ], + "logprob_reward": -0.016559068113565445, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016559068113565445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18152804672718048, + 0.07169267535209656, + 0.05819469317793846, + 0.10772183537483215, + 0.13679192960262299, + 0.15813541412353516, + 0.04380875080823898, + 0.029216136783361435, + 0.04663649946451187, + 0.1662740558385849 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.016559068113565445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007644801866263151 + ], + "opposite_logprob_tokens": [ + -4.8826446533203125 + ], + "logprob_reward": -0.007644801866263151, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007644801866263151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10581588000059128, + 0.07057975977659225, + 0.17276032269001007, + 0.20428815484046936, + 0.13549377024173737, + 0.06686270236968994, + 0.03657929599285126, + 0.05519462004303932, + 0.10428807139396667, + 0.04813740774989128 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.007644801866263151 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820182055234909 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.01820182055234909, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820182055234909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15918684005737305, + 0.10659441351890564, + 0.17625801265239716, + 0.06929682940244675, + 0.14511916041374207, + 0.13740520179271698, + 0.04825844243168831, + 0.02669030800461769, + 0.06572699546813965, + 0.06546378880739212 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.01820182055234909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949288606643677 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949288606643677, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949288606643677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18389096856117249, + 0.0752985030412674, + 0.13204747438430786, + 0.1103406548500061, + 0.06269197165966034, + 0.20490552484989166, + 0.0457756333053112, + 0.05328025668859482, + 0.0630899965763092, + 0.06867901980876923 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.005949288606643677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289239034056664 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289239034056664, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289239034056664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16845907270908356, + 0.05063015967607498, + 0.1628512144088745, + 0.13333682715892792, + 0.05448846518993378, + 0.10574572533369064, + 0.048955321311950684, + 0.03324707970023155, + 0.13759776949882507, + 0.1046883761882782 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.023289239034056664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, the video depicts a scene of minimalist perfection, rendered in surreal detail and filmed in high-speed slow motion. A vibrant sprig of mint floats on the surface of crystal-clear water, against a dark, out-of-focus background. Every detail of the mint is visible: the sharp, jagged edges of the emerald green leaves, the delicate veins of the branches, and the subtle drops of dew clinging to the surface. Suddenly, an unseen force strikes the sprig, causing it to tremble subtly. This impact triggers the video's core action: an intricate series of concentric ripples that spread outward with astonishing clarity. In super-slow motion, the camera captures the formation and expansion of each ripple, its crests catching the clean, bright studio light that shimmers like liquid glass and distorts the reflection of the mint beneath. The entire event unfolds with a tranquil, almost meditative quality, focusing the viewer's attention on the pure, elegant physics of the moment, creating an atmosphere of focused, tranquil beauty.", + "seed": 29018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_10/index_1531_seed_29018_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020947858318686487, + "vlm_logprob": -0.020947858318686487, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.020947858318686487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03412077948451042 + ], + "opposite_logprob_tokens": [ + -3.409120798110962 + ], + "logprob_reward": -0.03412077948451042, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03412077948451042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.553851842880249, + 0.05409390106797218, + 0.03217862546443939, + 0.0507822260260582, + 0.09267178922891617, + 0.03248373419046402, + 0.03828156739473343, + 0.034471724182367325, + 0.08737342059612274, + 0.023811180144548416 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.03412077948451042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599473267793655 + ], + "opposite_logprob_tokens": [ + -3.895599365234375 + ], + "logprob_reward": -0.020599473267793655, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599473267793655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3520701229572296, + 0.11991673707962036, + 0.19566302001476288, + 0.10852240771055222, + 0.0764031931757927, + 0.02616121992468834, + 0.028680112212896347, + 0.015089638531208038, + 0.041584428399801254, + 0.035909105092287064 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.020599473267793655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199883677065372 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199883677065372, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199883677065372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5768076777458191, + 0.042034365236759186, + 0.06696595251560211, + 0.05924760550260544, + 0.09312231838703156, + 0.041303105652332306, + 0.018010180443525314, + 0.03191787376999855, + 0.030651910230517387, + 0.03993895277380943 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014199883677065372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253888476639986 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.01253888476639986, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253888476639986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42742598056793213, + 0.10357573628425598, + 0.05587531253695488, + 0.06685939431190491, + 0.17007634043693542, + 0.0372246652841568, + 0.022826192900538445, + 0.03551715239882469, + 0.0665266364812851, + 0.014092518948018551 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01253888476639986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280270397663116 + ], + "opposite_logprob_tokens": [ + -3.773280382156372 + ], + "logprob_reward": -0.023280270397663116, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280270397663116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12705451250076294, + 0.12016014754772186, + 0.07043008506298065, + 0.0931277945637703, + 0.38691461086273193, + 0.057298146188259125, + 0.0341280959546566, + 0.05114901438355446, + 0.02530580945312977, + 0.03443179279565811 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.023280270397663116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, the video depicts a scene of minimalist perfection, rendered in surreal detail and filmed in high-speed slow motion. A vibrant sprig of mint floats on the surface of crystal-clear water, against a dark, out-of-focus background. Every detail of the mint is visible: the sharp, jagged edges of the emerald green leaves, the delicate veins of the branches, and the subtle drops of dew clinging to the surface. Suddenly, an unseen force strikes the sprig, causing it to tremble subtly. This impact triggers the video's core action: an intricate series of concentric ripples that spread outward with astonishing clarity. In super-slow motion, the camera captures the formation and expansion of each ripple, its crests catching the clean, bright studio light that shimmers like liquid glass and distorts the reflection of the mint beneath. The entire event unfolds with a tranquil, almost meditative quality, focusing the viewer's attention on the pure, elegant physics of the moment, creating an atmosphere of focused, tranquil beauty.", + "seed": 29019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_10/index_1531_seed_29019_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010717923333868385, + "vlm_logprob": -0.010717923333868385, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.010717923333868385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00391763960942626 + ], + "opposite_logprob_tokens": [ + -5.628917694091797 + ], + "logprob_reward": -0.00391763960942626, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00391763960942626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07479412853717804, + 0.253471314907074, + 0.1930914670228958, + 0.04609755426645279, + 0.06335838884115219, + 0.13533516228199005, + 0.14088882505893707, + 0.05939352884888649, + 0.012844989076256752, + 0.0207245871424675 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.00391763960942626 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096198111772537 + ], + "opposite_logprob_tokens": [ + -4.511096000671387 + ], + "logprob_reward": -0.011096198111772537, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096198111772537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0450298972427845, + 0.36904221773147583, + 0.24547138810157776, + 0.042834434658288956, + 0.03181098774075508, + 0.07794754207134247, + 0.0567682608962059, + 0.04189798980951309, + 0.07388616353273392, + 0.015311118215322495 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.011096198111772537 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959243047982454 + ], + "opposite_logprob_tokens": [ + -5.1309590339660645 + ], + "logprob_reward": -0.005959243047982454, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959243047982454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16662092506885529, + 0.4240872263908386, + 0.07342052459716797, + 0.04631269350647926, + 0.041519537568092346, + 0.05415644869208336, + 0.09102319926023483, + 0.031041337177157402, + 0.04572085663676262, + 0.026097267866134644 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.005959243047982454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819255692884326 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.002819255692884326, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819255692884326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1581551432609558, + 0.280231237411499, + 0.13184520602226257, + 0.04701497405767441, + 0.04335445910692215, + 0.07038530707359314, + 0.14673596620559692, + 0.03760072961449623, + 0.06340445578098297, + 0.021272480487823486 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.002819255692884326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797280207276344 + ], + "opposite_logprob_tokens": [ + -3.529797315597534 + ], + "logprob_reward": -0.029797280207276344, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797280207276344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12447809427976608, + 0.2772570252418518, + 0.12700891494750977, + 0.08690337836742401, + 0.08389659225940704, + 0.11552014201879501, + 0.07017739862203598, + 0.043669313192367554, + 0.03596397116780281, + 0.035125285387039185 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.029797280207276344 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme close-up from a slightly elevated angle with a static camera, the video depicts a scene of minimalist perfection, rendered in surreal detail and filmed in high-speed slow motion. A vibrant sprig of mint floats on the surface of crystal-clear water, against a dark, out-of-focus background. Every detail of the mint is visible: the sharp, jagged edges of the emerald green leaves, the delicate veins of the branches, and the subtle drops of dew clinging to the surface. Suddenly, an unseen force strikes the sprig, causing it to tremble subtly. This impact triggers the video's core action: an intricate series of concentric ripples that spread outward with astonishing clarity. In super-slow motion, the camera captures the formation and expansion of each ripple, its crests catching the clean, bright studio light that shimmers like liquid glass and distorts the reflection of the mint beneath. The entire event unfolds with a tranquil, almost meditative quality, focusing the viewer's attention on the pure, elegant physics of the moment, creating an atmosphere of focused, tranquil beauty.", + "seed": 29020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_10/index_1531_seed_29020_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00818377868272364, + "vlm_logprob": -0.00818377868272364, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.00818377868272364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006972150411456823 + ], + "opposite_logprob_tokens": [ + -5.006972312927246 + ], + "logprob_reward": -0.006972150411456823, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006972150411456823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1386088728904724, + 0.05212657153606415, + 0.08820448070764542, + 0.09023511409759521, + 0.03956019505858421, + 0.05829102545976639, + 0.27424776554107666, + 0.11711940914392471, + 0.045697327703237534, + 0.09590931236743927 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.006972150411456823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024968183133751154 + ], + "opposite_logprob_tokens": [ + -6.002496719360352 + ], + "logprob_reward": -0.0024968183133751154, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024968183133751154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11084512621164322, + 0.13996466994285583, + 0.05038842558860779, + 0.04904996231198311, + 0.04494011402130127, + 0.04863987863063812, + 0.3049968183040619, + 0.07310020923614502, + 0.13580825924873352, + 0.04226655513048172 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.0024968183133751154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742583122104406 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.006742583122104406, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742583122104406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10456877201795578, + 0.19474677741527557, + 0.05181072652339935, + 0.117766834795475, + 0.059630077332258224, + 0.053897224366664886, + 0.054534994065761566, + 0.04580691084265709, + 0.06747648864984512, + 0.2497611790895462 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.006742583122104406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637331426143646 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637331426143646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637331426143646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08756393194198608, + 0.11616762727499008, + 0.06527025252580643, + 0.16407358646392822, + 0.09851166605949402, + 0.1134471520781517, + 0.25065529346466064, + 0.03135964646935463, + 0.039848506450653076, + 0.03310227766633034 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.008637331426143646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant sprig of mint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mint sprig floating on the surface of crystal-clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the leaves of the mint emerald green with visible sharp, jagged edges and delicate veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mint sprig tremble and create an intricate series of concentric ripples spreading outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static, shot from a slightly elevated angle, in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070010140538216 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016070010140538216, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070010140538216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10207521170377731, + 0.16654011607170105, + 0.0592215470969677, + 0.10053928941488266, + 0.059294380247592926, + 0.07909554243087769, + 0.21075911819934845, + 0.10029783099889755, + 0.04510834440588951, + 0.07706858217716217 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.016070010140538216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_13/index_tensor([420, 420])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_13/index_tensor([420, 420])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..84efb43e446dcc2d0c6eabeff4757fb45362d4ae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_13/index_tensor([420, 420])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot begins from a slight overhead angle, then steadily pulls back, ultimately culminating in a magnificent long shot. The camera initially focuses on a small, meticulously folded paper boat, crafted from an acceptance letter. The thick, off-white surface of the paper reveals faintly blurred, black Song-style calligraphy, slightly dampened by moisture. Clear creases outline its small, yet resolute outline. Steadily and slowly, it drifts along the gentle ripples of the water. Under the warm, soft golden light of the setting sun, the boat is gilded with a dreamy golden edge. As the camera pulls out, the vast expanse of water within it is gradually revealed. The tranquil, clear, and deep waters reflect the vibrant sunset glow, tinged in warm orange and soft pink-purple. The ripples shimmer where the water meets the sky. Ultimately, the tiny paper boat appears both small and powerful within a vast, vibrant world. The warm tones of the entire scene create a poetic atmosphere of tranquility, hope, and a touch of loneliness.", + "seed": 20085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_13/index_420_seed_20085_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10073469015769661, + "vlm_logprob": -0.10073469015769661, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.10073469015769661, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4306689500808716 + ], + "opposite_logprob_tokens": [ + -1.0556689500808716 + ], + "logprob_reward": -0.4306689500808716, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4306689500808716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6118688583374023, + 0.03541143238544464, + 0.059142548590898514, + 0.07584492117166519, + 0.03505455702543259, + 0.031040240079164505, + 0.08584127575159073, + 0.013102339580655098, + 0.03110218048095703, + 0.02159164659678936 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.4306689500808716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498182773590088 + ], + "opposite_logprob_tokens": [ + -2.9299817085266113 + ], + "logprob_reward": -0.05498182773590088, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498182773590088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5136821269989014, + 0.06831040233373642, + 0.08470816910266876, + 0.14474211633205414, + 0.036712124943733215, + 0.03520993888378143, + 0.01919780671596527, + 0.02595650777220726, + 0.026929398998618126, + 0.04455142095685005 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.05498182773590088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463898153975606 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463898153975606, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463898153975606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7667513489723206, + 0.0222911536693573, + 0.05980127304792404, + 0.031278833746910095, + 0.02588239125907421, + 0.041341304779052734, + 0.012240063399076462, + 0.009505178779363632, + 0.016124263405799866, + 0.014784233644604683 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.00463898153975606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6572375893592834, + 0.011785331182181835, + 0.038169074803590775, + 0.051823705434799194, + 0.027068909257650375, + 0.03577684983611107, + 0.06813284009695053, + 0.03589686006307602, + 0.035817719995975494, + 0.0382910892367363 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0036145609337836504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009769130498170853 + ], + "opposite_logprob_tokens": [ + -4.634768962860107 + ], + "logprob_reward": -0.009769130498170853, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009769130498170853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5940433144569397, + 0.022698557004332542, + 0.060648467391729355, + 0.021277982741594315, + 0.03217823803424835, + 0.043082095682621, + 0.06994753330945969, + 0.03513734042644501, + 0.07015447318553925, + 0.050832025706768036 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.009769130498170853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot begins from a slight overhead angle, then steadily pulls back, ultimately culminating in a magnificent long shot. The camera initially focuses on a small, meticulously folded paper boat, crafted from an acceptance letter. The thick, off-white surface of the paper reveals faintly blurred, black Song-style calligraphy, slightly dampened by moisture. Clear creases outline its small, yet resolute outline. Steadily and slowly, it drifts along the gentle ripples of the water. Under the warm, soft golden light of the setting sun, the boat is gilded with a dreamy golden edge. As the camera pulls out, the vast expanse of water within it is gradually revealed. The tranquil, clear, and deep waters reflect the vibrant sunset glow, tinged in warm orange and soft pink-purple. The ripples shimmer where the water meets the sky. Ultimately, the tiny paper boat appears both small and powerful within a vast, vibrant world. The warm tones of the entire scene create a poetic atmosphere of tranquility, hope, and a touch of loneliness.", + "seed": 20086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_13/index_420_seed_20086_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.041050657723098995, + "vlm_logprob": -0.041050657723098995, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.041050657723098995, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1621103286743164 + ], + "opposite_logprob_tokens": [ + -1.9121103286743164 + ], + "logprob_reward": -0.1621103286743164, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1621103286743164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1843792051076889, + 0.059060003608465195, + 0.11830419301986694, + 0.12597660720348358, + 0.07356814295053482, + 0.06025858223438263, + 0.20707818865776062, + 0.10788509994745255, + 0.038093194365501404, + 0.02539682388305664 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.1621103286743164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029830604791641235 + ], + "opposite_logprob_tokens": [ + -3.5298306941986084 + ], + "logprob_reward": -0.029830604791641235, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029830604791641235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3192399740219116, + 0.053752925246953964, + 0.07494773715734482, + 0.1349009871482849, + 0.035477980971336365, + 0.08381295949220657, + 0.08506295830011368, + 0.07807618379592896, + 0.10464227199554443, + 0.030086029320955276 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.029830604791641235 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024900403805077076 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024900403805077076, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024900403805077076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06393278390169144, + 0.0698157325387001, + 0.1182585284113884, + 0.04426402971148491, + 0.010587909258902073, + 0.27538228034973145, + 0.16844813525676727, + 0.1385500282049179, + 0.0887661874294281, + 0.02199447900056839 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.0024900403805077076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734768394380808 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734768394380808, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734768394380808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06077709421515465, + 0.08540833741426468, + 0.07040320336818695, + 0.04600413888692856, + 0.020208602771162987, + 0.2137162983417511, + 0.18350094556808472, + 0.12670809030532837, + 0.08506528288125992, + 0.108208067715168 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.006734768394380808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004087546374648809 + ], + "opposite_logprob_tokens": [ + -5.504087448120117 + ], + "logprob_reward": -0.004087546374648809, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004087546374648809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06003931164741516, + 0.03685138747096062, + 0.07592599838972092, + 0.11772501468658447, + 0.016353795304894447, + 0.09083498269319534, + 0.2836046516895294, + 0.18973830342292786, + 0.08177880197763443, + 0.0471477210521698 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.004087546374648809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot begins from a slight overhead angle, then steadily pulls back, ultimately culminating in a magnificent long shot. The camera initially focuses on a small, meticulously folded paper boat, crafted from an acceptance letter. The thick, off-white surface of the paper reveals faintly blurred, black Song-style calligraphy, slightly dampened by moisture. Clear creases outline its small, yet resolute outline. Steadily and slowly, it drifts along the gentle ripples of the water. Under the warm, soft golden light of the setting sun, the boat is gilded with a dreamy golden edge. As the camera pulls out, the vast expanse of water within it is gradually revealed. The tranquil, clear, and deep waters reflect the vibrant sunset glow, tinged in warm orange and soft pink-purple. The ripples shimmer where the water meets the sky. Ultimately, the tiny paper boat appears both small and powerful within a vast, vibrant world. The warm tones of the entire scene create a poetic atmosphere of tranquility, hope, and a touch of loneliness.", + "seed": 20087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_13/index_420_seed_20087_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018076729867607354, + "vlm_logprob": -0.018076729867607354, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.018076729867607354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06266161054372787 + ], + "opposite_logprob_tokens": [ + -2.812661647796631 + ], + "logprob_reward": -0.06266161054372787, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06266161054372787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21584966778755188, + 0.08931159973144531, + 0.01688564568758011, + 0.15942387282848358, + 0.06589546799659729, + 0.12313500791788101, + 0.0883079543709755, + 0.11649668961763382, + 0.08391255885362625, + 0.040781520307064056 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.06266161054372787 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255407091230154 + ], + "opposite_logprob_tokens": [ + -4.387554168701172 + ], + "logprob_reward": -0.01255407091230154, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255407091230154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16253745555877686, + 0.09468510001897812, + 0.03235776349902153, + 0.1877138316631317, + 0.05002998933196068, + 0.05046781152486801, + 0.10559248179197311, + 0.1720825731754303, + 0.09652792662382126, + 0.048005037009716034 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.01255407091230154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319126108661294 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.00319126108661294, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319126108661294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09036142379045486, + 0.055300820618867874, + 0.1633286327123642, + 0.2344922125339508, + 0.11123637855052948, + 0.07558765262365341, + 0.0712381899356842, + 0.13806641101837158, + 0.04262344539165497, + 0.017764832824468613 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.00319126108661294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733110640197992 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006733110640197992, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733110640197992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07944392412900925, + 0.05003432556986809, + 0.02652018330991268, + 0.10281258821487427, + 0.05620574578642845, + 0.12939582765102386, + 0.2724928855895996, + 0.13900962471961975, + 0.0811501070857048, + 0.06293480843305588 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.006733110640197992 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005243596155196428 + ], + "opposite_logprob_tokens": [ + -5.25524377822876 + ], + "logprob_reward": -0.005243596155196428, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005243596155196428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07704484462738037, + 0.02827340178191662, + 0.02742139622569084, + 0.25401774048805237, + 0.03462211415171623, + 0.07020235806703568, + 0.08033671230077744, + 0.13842926919460297, + 0.208897203207016, + 0.08075501024723053 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.005243596155196428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot begins from a slight overhead angle, then steadily pulls back, ultimately culminating in a magnificent long shot. The camera initially focuses on a small, meticulously folded paper boat, crafted from an acceptance letter. The thick, off-white surface of the paper reveals faintly blurred, black Song-style calligraphy, slightly dampened by moisture. Clear creases outline its small, yet resolute outline. Steadily and slowly, it drifts along the gentle ripples of the water. Under the warm, soft golden light of the setting sun, the boat is gilded with a dreamy golden edge. As the camera pulls out, the vast expanse of water within it is gradually revealed. The tranquil, clear, and deep waters reflect the vibrant sunset glow, tinged in warm orange and soft pink-purple. The ripples shimmer where the water meets the sky. Ultimately, the tiny paper boat appears both small and powerful within a vast, vibrant world. The warm tones of the entire scene create a poetic atmosphere of tranquility, hope, and a touch of loneliness.", + "seed": 20088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_13/index_420_seed_20088_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10429900670424104, + "vlm_logprob": -0.10429900670424104, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.10429900670424104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.430155485868454 + ], + "opposite_logprob_tokens": [ + -1.0551555156707764 + ], + "logprob_reward": -0.430155485868454, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.430155485868454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22705182433128357, + 0.1155305728316307, + 0.040642641484737396, + 0.028354430571198463, + 0.231972798705101, + 0.03933766484260559, + 0.11256258934736252, + 0.06395996361970901, + 0.10797317326068878, + 0.032614391297101974 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.430155485868454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828637838363647 + ], + "opposite_logprob_tokens": [ + -3.5298285484313965 + ], + "logprob_reward": -0.029828637838363647, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828637838363647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38694462180137634, + 0.09883974492549896, + 0.06962324678897858, + 0.06163913384079933, + 0.1303037703037262, + 0.03869011625647545, + 0.08719034492969513, + 0.05320676416158676, + 0.03672167658805847, + 0.03684061020612717 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.029828637838363647 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253913346678019 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253913346678019, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253913346678019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.269898384809494, + 0.11799633502960205, + 0.07595691084861755, + 0.07144615054130554, + 0.0941561609506607, + 0.06597580015659332, + 0.1283050775527954, + 0.056463006883859634, + 0.06981758028268814, + 0.049984581768512726 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.005253913346678019 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486377477645874 + ], + "opposite_logprob_tokens": [ + -3.048637866973877 + ], + "logprob_reward": -0.0486377477645874, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486377477645874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1638927161693573, + 0.1741541028022766, + 0.1298573911190033, + 0.038601066917181015, + 0.11937058717012405, + 0.07201900333166122, + 0.09439078718423843, + 0.07164908945560455, + 0.09461227804422379, + 0.04145296663045883 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0486377477645874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small paper boat crafted from an acceptance letter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the paper boat have a thick off-white surface with faintly blurred black Song-style calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the paper boat gilded with a dreamy golden edge under warm soft golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a slight overhead close-up and steadily pull back to a long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water environment tranquil, clear, deep, and reflecting warm orange and soft pink-purple sunset colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007619248703122139 + ], + "opposite_logprob_tokens": [ + -4.882619380950928 + ], + "logprob_reward": -0.007619248703122139, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007619248703122139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15994815528392792, + 0.16866496205329895, + 0.043723300099372864, + 0.05407335236668587, + 0.09003857523202896, + 0.0665912926197052, + 0.06049654260277748, + 0.17916004359722137, + 0.08159465342760086, + 0.09570909291505814 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.007619248703122139 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_14/index_tensor([7196, 7196])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_14/index_tensor([7196, 7196])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b77b06d1f3dc3f75bbbe841ba242a09c89480e89 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_14/index_tensor([7196, 7196])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In one unbroken shot, a dynamic tracking camera fluidly follows a pair of high-top roller skates as they perform a frantic dance across an infinite, canvas-like void. The skates themselves are rendered in explosive cracks of vibrant color, their smooth, chameleon-like surfaces shifting between neon fuchsia, electric cyan, and acid yellow with each movement, capturing unseen light with sharp, specular highlights. They swirl and spin with chaotic precision, one moment gliding smoothly backward, the next executing sharp, aggressive turns that slice into darkness. With each turn and spin, the skates leave behind thick, vibrant, board-like marks of paint in colors that directly correspond to their movements—fiery orange streaks from sudden acceleration, deep purple splashes from stomping landings. The camera remains in close contact with their movements, capturing their chaotic ballet of pivots and turns as they continually construct intricate three-dimensional action paintings within the desolate, matte void, creating an atmosphere of pure, unfettered kinetic energy and abstract expression.", + "seed": 29492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_14/index_7196_seed_29492_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023805584129877388, + "vlm_logprob": -0.023805584129877388, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.023805584129877388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005276088137179613 + ], + "opposite_logprob_tokens": [ + -5.380276203155518 + ], + "logprob_reward": -0.005276088137179613, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005276088137179613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6471554636955261, + 0.02758438140153885, + 0.04451600834727287, + 0.030763939023017883, + 0.05472906678915024, + 0.013580700382590294, + 0.03679249808192253, + 0.07893798500299454, + 0.04609639570116997, + 0.019843513146042824 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.005276088137179613 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017297795275226235 + ], + "opposite_logprob_tokens": [ + -6.376729965209961 + ], + "logprob_reward": -0.0017297795275226235, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017297795275226235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6079419851303101, + 0.03723340108990669, + 0.06974856555461884, + 0.039241258054971695, + 0.07992688566446304, + 0.025147665292024612, + 0.029291482642292976, + 0.047351811081171036, + 0.014198661781847477, + 0.04991824924945831 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0017297795275226235 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094313830137253 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094313830137253, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094313830137253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20398105680942535, + 0.07654137164354324, + 0.15009190142154694, + 0.12014073878526688, + 0.15455223619937897, + 0.03694778308272362, + 0.09329453855752945, + 0.07337974011898041, + 0.037605125457048416, + 0.05346554517745972 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.004094313830137253 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002974882721901 + ], + "opposite_logprob_tokens": [ + -2.350297451019287 + ], + "logprob_reward": -0.1002974882721901, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002974882721901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27793222665786743, + 0.06776785105466843, + 0.09164660423994064, + 0.06080438941717148, + 0.11785542964935303, + 0.1205705925822258, + 0.03366544842720032, + 0.08499643206596375, + 0.10712174326181412, + 0.03763921186327934 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.1002974882721901 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630250882357359 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630250882357359, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630250882357359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14073605835437775, + 0.13222169876098633, + 0.13232159614562988, + 0.09522227197885513, + 0.12039171159267426, + 0.08343680202960968, + 0.04363637790083885, + 0.10778442770242691, + 0.043129537254571915, + 0.10111957788467407 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007630250882357359 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In one unbroken shot, a dynamic tracking camera fluidly follows a pair of high-top roller skates as they perform a frantic dance across an infinite, canvas-like void. The skates themselves are rendered in explosive cracks of vibrant color, their smooth, chameleon-like surfaces shifting between neon fuchsia, electric cyan, and acid yellow with each movement, capturing unseen light with sharp, specular highlights. They swirl and spin with chaotic precision, one moment gliding smoothly backward, the next executing sharp, aggressive turns that slice into darkness. With each turn and spin, the skates leave behind thick, vibrant, board-like marks of paint in colors that directly correspond to their movements—fiery orange streaks from sudden acceleration, deep purple splashes from stomping landings. The camera remains in close contact with their movements, capturing their chaotic ballet of pivots and turns as they continually construct intricate three-dimensional action paintings within the desolate, matte void, creating an atmosphere of pure, unfettered kinetic energy and abstract expression.", + "seed": 29493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_14/index_7196_seed_29493_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04677176154218614, + "vlm_logprob": -0.04677176154218614, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.04677176154218614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014702779240906239 + ], + "opposite_logprob_tokens": [ + -4.264702796936035 + ], + "logprob_reward": -0.014702779240906239, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014702779240906239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13918180763721466, + 0.06994504481554031, + 0.0640581026673317, + 0.3216498792171478, + 0.1144469827413559, + 0.03307461738586426, + 0.12169209122657776, + 0.0214398093521595, + 0.04885753616690636, + 0.06565409898757935 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.014702779240906239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022157898638397455 + ], + "opposite_logprob_tokens": [ + -6.12721586227417 + ], + "logprob_reward": -0.0022157898638397455, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022157898638397455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16685236990451813, + 0.09098616242408752, + 0.10435853153467178, + 0.16402146220207214, + 0.08972949534654617, + 0.06894401460886002, + 0.07404407858848572, + 0.06437036395072937, + 0.11935550719499588, + 0.05733799934387207 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0022157898638397455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08698390424251556, + 0.05163900926709175, + 0.06774697452783585, + 0.0555841289460659, + 0.4674184024333954, + 0.03047182783484459, + 0.10209276527166367, + 0.044937409460544586, + 0.04563549906015396, + 0.047490090131759644 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155903697013855 + ], + "opposite_logprob_tokens": [ + -1.701559066772461 + ], + "logprob_reward": -0.20155903697013855, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155903697013855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15927433967590332, + 0.08923912048339844, + 0.19893021881580353, + 0.038343846797943115, + 0.1990823894739151, + 0.06511978805065155, + 0.07060340791940689, + 0.08916005492210388, + 0.04871637001633644, + 0.041530437767505646 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.20155903697013855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645604364573956 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645604364573956, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645604364573956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10358531773090363, + 0.08303938806056976, + 0.06648803502321243, + 0.1060696393251419, + 0.19329525530338287, + 0.03303771838545799, + 0.051775217056274414, + 0.02787391096353531, + 0.2870406210422516, + 0.047794945538043976 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.008645604364573956 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In one unbroken shot, a dynamic tracking camera fluidly follows a pair of high-top roller skates as they perform a frantic dance across an infinite, canvas-like void. The skates themselves are rendered in explosive cracks of vibrant color, their smooth, chameleon-like surfaces shifting between neon fuchsia, electric cyan, and acid yellow with each movement, capturing unseen light with sharp, specular highlights. They swirl and spin with chaotic precision, one moment gliding smoothly backward, the next executing sharp, aggressive turns that slice into darkness. With each turn and spin, the skates leave behind thick, vibrant, board-like marks of paint in colors that directly correspond to their movements—fiery orange streaks from sudden acceleration, deep purple splashes from stomping landings. The camera remains in close contact with their movements, capturing their chaotic ballet of pivots and turns as they continually construct intricate three-dimensional action paintings within the desolate, matte void, creating an atmosphere of pure, unfettered kinetic energy and abstract expression.", + "seed": 29494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_14/index_7196_seed_29494_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15415914109908044, + "vlm_logprob": -0.15415914109908044, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.15415914109908044, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06255535036325455 + ], + "opposite_logprob_tokens": [ + -2.8125553131103516 + ], + "logprob_reward": -0.06255535036325455, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06255535036325455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13783572614192963, + 0.1474652737379074, + 0.09155572205781937, + 0.06947067379951477, + 0.09352835267782211, + 0.04948244243860245, + 0.13030961155891418, + 0.055344488471746445, + 0.07738088816404343, + 0.1476268470287323 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.06255535036325455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019585967529565096 + ], + "opposite_logprob_tokens": [ + -6.25195837020874 + ], + "logprob_reward": -0.0019585967529565096, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019585967529565096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13328593969345093, + 0.056680236011743546, + 0.11879820376634598, + 0.0366324707865715, + 0.30418458580970764, + 0.06542069464921951, + 0.12880001962184906, + 0.0427759513258934, + 0.052878305315971375, + 0.06054366007447243 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0019585967529565096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631788495928049 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631788495928049, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631788495928049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08295611292123795, + 0.09617887437343597, + 0.1302465945482254, + 0.06370709836483002, + 0.21583175659179688, + 0.03883172571659088, + 0.1470748633146286, + 0.07436787337064743, + 0.10532639175653458, + 0.04547872021794319 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.007631788495928049 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933894157409668 + ], + "opposite_logprob_tokens": [ + -0.6933894157409668 + ], + "logprob_reward": -0.6933894157409668, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933894157409668, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15775763988494873, + 0.07015874981880188, + 0.07787050306797028, + 0.1167534664273262, + 0.21241840720176697, + 0.03541061282157898, + 0.08476926386356354, + 0.08306668698787689, + 0.12277032434940338, + 0.039024338126182556 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.6933894157409668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260554142296314 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.005260554142296314, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260554142296314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17839641869068146, + 0.07557901740074158, + 0.037652309983968735, + 0.08580458909273148, + 0.24194999039173126, + 0.04398044943809509, + 0.11521612107753754, + 0.06772006303071976, + 0.09925592690706253, + 0.05444521829485893 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.005260554142296314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In one unbroken shot, a dynamic tracking camera fluidly follows a pair of high-top roller skates as they perform a frantic dance across an infinite, canvas-like void. The skates themselves are rendered in explosive cracks of vibrant color, their smooth, chameleon-like surfaces shifting between neon fuchsia, electric cyan, and acid yellow with each movement, capturing unseen light with sharp, specular highlights. They swirl and spin with chaotic precision, one moment gliding smoothly backward, the next executing sharp, aggressive turns that slice into darkness. With each turn and spin, the skates leave behind thick, vibrant, board-like marks of paint in colors that directly correspond to their movements—fiery orange streaks from sudden acceleration, deep purple splashes from stomping landings. The camera remains in close contact with their movements, capturing their chaotic ballet of pivots and turns as they continually construct intricate three-dimensional action paintings within the desolate, matte void, creating an atmosphere of pure, unfettered kinetic energy and abstract expression.", + "seed": 29495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_14/index_7196_seed_29495_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025552835036069154, + "vlm_logprob": -0.025552835036069154, + "vlm_yes_no_margin": 4.774999952316284, + "vlm_token_credit": -0.025552835036069154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018638823181390762 + ], + "opposite_logprob_tokens": [ + -4.018638610839844 + ], + "logprob_reward": -0.018638823181390762, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018638823181390762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08588360249996185, + 0.08895937353372574, + 0.07060746103525162, + 0.5143698453903198, + 0.06856855005025864, + 0.07069131731987, + 0.030600842088460922, + 0.03246019780635834, + 0.018929006531834602, + 0.018929872661828995 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.018638823181390762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022131730802357197 + ], + "opposite_logprob_tokens": [ + -6.127213001251221 + ], + "logprob_reward": -0.0022131730802357197, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022131730802357197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06024918705224991, + 0.14591935276985168, + 0.0609273761510849, + 0.11895721405744553, + 0.04519370198249817, + 0.027523016557097435, + 0.01769096404314041, + 0.044069722294807434, + 0.021590525284409523, + 0.4578789472579956 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.0022131730802357197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489326987415552 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489326987415552, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489326987415552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14026832580566406, + 0.06289112567901611, + 0.07993493974208832, + 0.35142597556114197, + 0.0418211966753006, + 0.018465325236320496, + 0.0215632114559412, + 0.10453946888446808, + 0.09520019590854645, + 0.08389030396938324 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.002489326987415552 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032390803098679 + ], + "opposite_logprob_tokens": [ + -2.3503239154815674 + ], + "logprob_reward": -0.10032390803098679, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032390803098679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11797060817480087, + 0.03073500469326973, + 0.05214105546474457, + 0.5589841604232788, + 0.023382162675261497, + 0.01234921533614397, + 0.016501426696777344, + 0.012863225303590298, + 0.041619326919317245, + 0.13345381617546082 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.10032390803098679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are high-top roller skates the primary subject visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the skates display shifting colors including neon fuchsia, electric cyan, and acid yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skates leave behind thick, vibrant paint marks on the ground that correspond to their movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an infinite, canvas-like void with a matte finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot unbroken and does it track fluidly close to the skates' movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098943900316954 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098943900316954, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098943900316954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045107193291187286, + 0.03368088975548744, + 0.026697255671024323, + 0.6254323124885559, + 0.05148426815867424, + 0.05110808089375496, + 0.020621920004487038, + 0.042343758046627045, + 0.021334487944841385, + 0.0821899026632309 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.004098943900316954 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_15/index_tensor([4308, 4308])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_15/index_tensor([4308, 4308])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6caf92d1fb1fbeda9e392011081ec47090cf1664 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_15/index_tensor([4308, 4308])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows eight majestic horses, rendered in thick, fluid ink brushstrokes, as they gallop with unbridled force. Each horse's muscular lines are imbued with explosive power, as if shaped by the finest calligraphy. Their manes and tails swirl like wisps of ink in the gusting wind, their gestures distinct but their purpose unified. They charge into an ancient village ablaze. The raging flames, the only source of light, paint the sky an ominous orange-red. The village's wooden buildings are reduced to swaying black silhouettes in the flames, while thick black smoke billows and rises like spilled ink. The blazing light illuminates the horses' sleek, inky bodies, casting shadows on the ground beneath their feet that are elongated, sharp, and wildly dance with the flames. The horses' hooves stir up sparks and dust, blending seamlessly with the ink's ethereal and ethereal effects. The entire picture constitutes a dynamic ink painting full of dramatic interweaving of light and shadow, coexistence of power and destruction, creating an epic, tense and magnificent atmosphere.", + "seed": 1149, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_15/index_4308_seed_1149_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09853577385656535, + "vlm_logprob": -0.09853577385656535, + "vlm_yes_no_margin": 3.249999976158142, + "vlm_token_credit": -0.09853577385656535, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1441727727651596 + ], + "opposite_logprob_tokens": [ + -2.0191726684570312 + ], + "logprob_reward": -0.1441727727651596, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1441727727651596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11849568784236908, + 0.05779854953289032, + 0.04044144228100777, + 0.12774869799613953, + 0.03144665062427521, + 0.12063000351190567, + 0.14602631330490112, + 0.26374390721321106, + 0.032419681549072266, + 0.06124909594655037 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.1441727727651596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004654762800782919 + ], + "opposite_logprob_tokens": [ + -5.379654884338379 + ], + "logprob_reward": -0.004654762800782919, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004654762800782919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16055677831172943, + 0.09585528820753098, + 0.11591748893260956, + 0.08891013264656067, + 0.051844410598278046, + 0.08068374544382095, + 0.11613457649946213, + 0.13851027190685272, + 0.0462837740778923, + 0.10530354082584381 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.004654762800782919 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603565216064453 + ], + "opposite_logprob_tokens": [ + -1.9103565216064453 + ], + "logprob_reward": -0.1603565216064453, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603565216064453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11615812033414841, + 0.05840194597840309, + 0.07845355570316315, + 0.1460828334093094, + 0.025198819115757942, + 0.3240903317928314, + 0.063432477414608, + 0.07248374819755554, + 0.03565435856580734, + 0.08004381507635117 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.1603565216064453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036174117121845484 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036174117121845484, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036174117121845484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19076310098171234, + 0.10424267500638962, + 0.08113906532526016, + 0.16843938827514648, + 0.052292600274086, + 0.14373086392879486, + 0.09387146681547165, + 0.0534992553293705, + 0.04143794998526573, + 0.07058369368314743 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0036174117121845484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798774003982544 + ], + "opposite_logprob_tokens": [ + -1.8048774003982544 + ], + "logprob_reward": -0.1798774003982544, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798774003982544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18423019349575043, + 0.10471101105213165, + 0.05548030510544777, + 0.25371041893959045, + 0.06104779615998268, + 0.05902862548828125, + 0.0421338751912117, + 0.08958091586828232, + 0.01582491770386696, + 0.13425195217132568 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.1798774003982544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows eight majestic horses, rendered in thick, fluid ink brushstrokes, as they gallop with unbridled force. Each horse's muscular lines are imbued with explosive power, as if shaped by the finest calligraphy. Their manes and tails swirl like wisps of ink in the gusting wind, their gestures distinct but their purpose unified. They charge into an ancient village ablaze. The raging flames, the only source of light, paint the sky an ominous orange-red. The village's wooden buildings are reduced to swaying black silhouettes in the flames, while thick black smoke billows and rises like spilled ink. The blazing light illuminates the horses' sleek, inky bodies, casting shadows on the ground beneath their feet that are elongated, sharp, and wildly dance with the flames. The horses' hooves stir up sparks and dust, blending seamlessly with the ink's ethereal and ethereal effects. The entire picture constitutes a dynamic ink painting full of dramatic interweaving of light and shadow, coexistence of power and destruction, creating an epic, tense and magnificent atmosphere.", + "seed": 1150, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_15/index_4308_seed_1150_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06555270564276724, + "vlm_logprob": -0.06555270564276724, + "vlm_yes_no_margin": 3.749999976158142, + "vlm_token_credit": -0.06555270564276724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14429651200771332 + ], + "opposite_logprob_tokens": [ + -2.019296407699585 + ], + "logprob_reward": -0.14429651200771332, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14429651200771332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2901338040828705, + 0.06752952188253403, + 0.08371159434318542, + 0.077691949903965, + 0.03496817499399185, + 0.022128300741314888, + 0.0301895122975111, + 0.34681805968284607, + 0.022081557661294937, + 0.024747565388679504 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.14429651200771332 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410511763766408 + ], + "opposite_logprob_tokens": [ + -5.504105091094971 + ], + "logprob_reward": -0.00410511763766408, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410511763766408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1994151920080185, + 0.1378459334373474, + 0.09109367430210114, + 0.04114828258752823, + 0.030057420954108238, + 0.06205904111266136, + 0.10848704725503922, + 0.2597748637199402, + 0.0347360260784626, + 0.03538257256150246 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.00410511763766408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901699632406235 + ], + "opposite_logprob_tokens": [ + -2.464016914367676 + ], + "logprob_reward": -0.08901699632406235, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901699632406235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12805093824863434, + 0.2172037810087204, + 0.08813720941543579, + 0.03536272421479225, + 0.02996782958507538, + 0.03687351569533348, + 0.09588006138801575, + 0.3218686282634735, + 0.01359326858073473, + 0.03306204453110695 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.08901699632406235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013340153964236379 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013340153964236379, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013340153964236379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10623408108949661, + 0.1847647726535797, + 0.15679554641246796, + 0.033712562173604965, + 0.049848660826683044, + 0.050834208726882935, + 0.08804355561733246, + 0.24408890306949615, + 0.040120333433151245, + 0.04555743932723999 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.0013340153964236379 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901088684797287 + ], + "opposite_logprob_tokens": [ + -2.4640109539031982 + ], + "logprob_reward": -0.08901088684797287, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901088684797287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4086986482143402, + 0.03164166957139969, + 0.05828678607940674, + 0.09389159828424454, + 0.02390875667333603, + 0.023838229477405548, + 0.05552999675273895, + 0.2398509383201599, + 0.028851568698883057, + 0.03550174459815025 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.08901088684797287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows eight majestic horses, rendered in thick, fluid ink brushstrokes, as they gallop with unbridled force. Each horse's muscular lines are imbued with explosive power, as if shaped by the finest calligraphy. Their manes and tails swirl like wisps of ink in the gusting wind, their gestures distinct but their purpose unified. They charge into an ancient village ablaze. The raging flames, the only source of light, paint the sky an ominous orange-red. The village's wooden buildings are reduced to swaying black silhouettes in the flames, while thick black smoke billows and rises like spilled ink. The blazing light illuminates the horses' sleek, inky bodies, casting shadows on the ground beneath their feet that are elongated, sharp, and wildly dance with the flames. The horses' hooves stir up sparks and dust, blending seamlessly with the ink's ethereal and ethereal effects. The entire picture constitutes a dynamic ink painting full of dramatic interweaving of light and shadow, coexistence of power and destruction, creating an epic, tense and magnificent atmosphere.", + "seed": 1151, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_15/index_4308_seed_1151_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11037086499854923, + "vlm_logprob": -0.11037086499854923, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.11037086499854923, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16271299123764038 + ], + "opposite_logprob_tokens": [ + -1.9127130508422852 + ], + "logprob_reward": -0.16271299123764038, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16271299123764038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17227806150913239, + 0.08650285750627518, + 0.12459821999073029, + 0.1503124088048935, + 0.16206791996955872, + 0.03948092460632324, + 0.10452273488044739, + 0.047203097492456436, + 0.07104058563709259, + 0.04199311137199402 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.16271299123764038 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264111328870058 + ], + "opposite_logprob_tokens": [ + -5.2552642822265625 + ], + "logprob_reward": -0.005264111328870058, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264111328870058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11812880635261536, + 0.1346801072359085, + 0.1095050647854805, + 0.10461592674255371, + 0.09003464132547379, + 0.0606856569647789, + 0.13045310974121094, + 0.1080164834856987, + 0.09385727345943451, + 0.05002289637923241 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.005264111328870058 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20152881741523743 + ], + "opposite_logprob_tokens": [ + -1.701528787612915 + ], + "logprob_reward": -0.20152881741523743, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20152881741523743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26619428396224976, + 0.2251252979040146, + 0.06558254361152649, + 0.08201999962329865, + 0.057795215398073196, + 0.04627577215433121, + 0.11255969107151031, + 0.05261644348502159, + 0.05765118822455406, + 0.03417954221367836 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.20152881741523743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024868296459317207 + ], + "opposite_logprob_tokens": [ + -6.002486705780029 + ], + "logprob_reward": -0.0024868296459317207, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024868296459317207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13778741657733917, + 0.18729040026664734, + 0.06697098165750504, + 0.11215734481811523, + 0.15050308406352997, + 0.05996738374233246, + 0.051066964864730835, + 0.09488464891910553, + 0.10624213516712189, + 0.03312961757183075 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0024868296459317207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986157536506653 + ], + "opposite_logprob_tokens": [ + -1.8048615455627441 + ], + "logprob_reward": -0.17986157536506653, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986157536506653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18621765077114105, + 0.07163690775632858, + 0.06753268092870712, + 0.061576128005981445, + 0.37559834122657776, + 0.043084003031253815, + 0.06175239384174347, + 0.044272493571043015, + 0.03318095952272415, + 0.055148378014564514 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.17986157536506653 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows eight majestic horses, rendered in thick, fluid ink brushstrokes, as they gallop with unbridled force. Each horse's muscular lines are imbued with explosive power, as if shaped by the finest calligraphy. Their manes and tails swirl like wisps of ink in the gusting wind, their gestures distinct but their purpose unified. They charge into an ancient village ablaze. The raging flames, the only source of light, paint the sky an ominous orange-red. The village's wooden buildings are reduced to swaying black silhouettes in the flames, while thick black smoke billows and rises like spilled ink. The blazing light illuminates the horses' sleek, inky bodies, casting shadows on the ground beneath their feet that are elongated, sharp, and wildly dance with the flames. The horses' hooves stir up sparks and dust, blending seamlessly with the ink's ethereal and ethereal effects. The entire picture constitutes a dynamic ink painting full of dramatic interweaving of light and shadow, coexistence of power and destruction, creating an epic, tense and magnificent atmosphere.", + "seed": 1152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_15/index_4308_seed_1152_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3014282962307334, + "vlm_logprob": -0.3014282962307334, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.3014282962307334, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18222324550151825 + ], + "opposite_logprob_tokens": [ + -1.8072232007980347 + ], + "logprob_reward": -0.18222324550151825, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18222324550151825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14370866119861603, + 0.08233422040939331, + 0.047985151410102844, + 0.04965648055076599, + 0.07678873091936111, + 0.06855223327875137, + 0.0312555767595768, + 0.04716351628303528, + 0.41573506593704224, + 0.036820340901613235 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.18222324550151825 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803246706724167 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.009803246706724167, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803246706724167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18865807354450226, + 0.046210482716560364, + 0.10774635523557663, + 0.023857098072767258, + 0.054203685373067856, + 0.026870302855968475, + 0.020866278558969498, + 0.07344187796115875, + 0.37948334217071533, + 0.07866260409355164 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.009803246706724167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.223580002784729 + ], + "opposite_logprob_tokens": [ + -0.3485800325870514 + ], + "logprob_reward": -1.223580002784729, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.223580002784729, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1419004648923874, + 0.07928401976823807, + 0.07831230014562607, + 0.03554322198033333, + 0.14548110961914062, + 0.0509566068649292, + 0.03952117636799812, + 0.07653351873159409, + 0.2379535585641861, + 0.11451403051614761 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -1.223580002784729 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254818495362997 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.01254818495362997, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254818495362997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15345653891563416, + 0.07750044018030167, + 0.12786883115768433, + 0.04750702902674675, + 0.13148221373558044, + 0.054406460374593735, + 0.04530591145157814, + 0.05796459689736366, + 0.25448912382125854, + 0.05001882463693619 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.01254818495362997 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are eight horses visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in thick, fluid ink brushstrokes resembling calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the horses galloping and charging into an ancient village that is on fire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by raging flames casting an ominous orange-red light on the sky and black silhouettes of wooden buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot taken from a low angle while tracking the horses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898680120706558 + ], + "opposite_logprob_tokens": [ + -2.578986883163452 + ], + "logprob_reward": -0.07898680120706558, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898680120706558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09808362275362015, + 0.07024001330137253, + 0.04581134766340256, + 0.10021952539682388, + 0.18143267929553986, + 0.029712233692407608, + 0.020932279527187347, + 0.02781773917376995, + 0.35625046491622925, + 0.0695001408457756 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.07898680120706558 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_2/index_tensor([1242, 1242])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_2/index_tensor([1242, 1242])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f22cc96475c4cbac303ffe5ee692a4f890500882 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_2/index_tensor([1242, 1242])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic wide shot pans slowly to the right from high above, sweeping across a steep, winding, mist-shrouded mountain ridge. Under the low, golden sunlight of early morning, a new section of the Great Wall rises from the ground. The figures of thousands of ancient craftsmen dot the steep slopes and the nascent wall, creating a magnificent scene of labor. Most of them are sturdy men, dressed in worn, faded coarse linen shorts. Their bronzed skin, beaded with sweat, gleams in the sun. As the camera pans down and slowly zooms in, we can see details: a team of artisans, working in unison, chanting slogans, painstakingly drag huge, unpolished granite blocks up the slope using thick hemp ropes and crude wooden rollers. Elsewhere, on bamboo scaffolding erected at the edge of the wall, stonemasons carefully hammer and chisel the edges of the stones, forcing them to fit more tightly, their movements focused and rhythmic. Below, scores of people, carrying heavy stones or buckets filled with mud, navigate the narrow and rugged construction site, their steps stumbling under the weight but unwavering. The entire scene is shrouded in a stark palette of gray rock, brown earth, and the variegated colors of the artisans' clothing. The warm light of the rising sun gilds this arduous scene with a golden glow of hope, creating an epic atmosphere of solemnity, resilience, and the boundless creativity of humankind.", + "seed": 31152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_2/index_1242_seed_31152_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020095053501427172, + "vlm_logprob": -0.020095053501427172, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.020095053501427172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013569967821240425 + ], + "opposite_logprob_tokens": [ + -4.5135698318481445 + ], + "logprob_reward": -0.013569967821240425, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013569967821240425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23551024496555328, + 0.058809153735637665, + 0.1589500904083252, + 0.11837270855903625, + 0.02842826209962368, + 0.044285453855991364, + 0.10922378301620483, + 0.08905383199453354, + 0.06925387680530548, + 0.08811260014772415 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.013569967821240425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014233378693461418 + ], + "opposite_logprob_tokens": [ + -4.264233589172363 + ], + "logprob_reward": -0.014233378693461418, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014233378693461418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19744357466697693, + 0.09781984239816666, + 0.14107893407344818, + 0.09713073074817657, + 0.053641438484191895, + 0.0841178447008133, + 0.06324052065610886, + 0.11393430829048157, + 0.04936438053846359, + 0.10222841799259186 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.014233378693461418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033730026334524155 + ], + "opposite_logprob_tokens": [ + -3.4087300300598145 + ], + "logprob_reward": -0.033730026334524155, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033730026334524155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13648009300231934, + 0.06012742221355438, + 0.20789797604084015, + 0.13236217200756073, + 0.059332359582185745, + 0.1629059612751007, + 0.09477036446332932, + 0.041263263672590256, + 0.03795668110251427, + 0.06690369546413422 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.033730026334524155 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026383349671959877 + ], + "opposite_logprob_tokens": [ + -3.651383399963379 + ], + "logprob_reward": -0.026383349671959877, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026383349671959877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0838751271367073, + 0.08598914742469788, + 0.07450181245803833, + 0.1646818369626999, + 0.1444605588912964, + 0.07155752182006836, + 0.06194758787751198, + 0.03779745101928711, + 0.042802900075912476, + 0.23238609731197357 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.026383349671959877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558544985949993 + ], + "opposite_logprob_tokens": [ + -4.387558460235596 + ], + "logprob_reward": -0.012558544985949993, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558544985949993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1227034255862236, + 0.036458078771829605, + 0.1134255975484848, + 0.0831320732831955, + 0.07213572412729263, + 0.04196951165795326, + 0.11420085281133652, + 0.20144739747047424, + 0.06796803325414658, + 0.14655935764312744 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.012558544985949993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide shot pans slowly to the right from high above, sweeping across a steep, winding, mist-shrouded mountain ridge. Under the low, golden sunlight of early morning, a new section of the Great Wall rises from the ground. The figures of thousands of ancient craftsmen dot the steep slopes and the nascent wall, creating a magnificent scene of labor. Most of them are sturdy men, dressed in worn, faded coarse linen shorts. Their bronzed skin, beaded with sweat, gleams in the sun. As the camera pans down and slowly zooms in, we can see details: a team of artisans, working in unison, chanting slogans, painstakingly drag huge, unpolished granite blocks up the slope using thick hemp ropes and crude wooden rollers. Elsewhere, on bamboo scaffolding erected at the edge of the wall, stonemasons carefully hammer and chisel the edges of the stones, forcing them to fit more tightly, their movements focused and rhythmic. Below, scores of people, carrying heavy stones or buckets filled with mud, navigate the narrow and rugged construction site, their steps stumbling under the weight but unwavering. The entire scene is shrouded in a stark palette of gray rock, brown earth, and the variegated colors of the artisans' clothing. The warm light of the rising sun gilds this arduous scene with a golden glow of hope, creating an epic atmosphere of solemnity, resilience, and the boundless creativity of humankind.", + "seed": 31153, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_2/index_1242_seed_31153_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015168222039937973, + "vlm_logprob": -0.015168222039937973, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.015168222039937973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00957421027123928 + ], + "opposite_logprob_tokens": [ + -4.8845744132995605 + ], + "logprob_reward": -0.00957421027123928, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00957421027123928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13088734447956085, + 0.08381439745426178, + 0.09412503242492676, + 0.14675398170948029, + 0.10982994735240936, + 0.1070019081234932, + 0.044623080641031265, + 0.059553325176239014, + 0.1595708727836609, + 0.06384008377790451 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.00957421027123928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096755862236023 + ], + "opposite_logprob_tokens": [ + -4.141096591949463 + ], + "logprob_reward": -0.016096755862236023, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096755862236023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14933915436267853, + 0.21883966028690338, + 0.13405247032642365, + 0.07917269319295883, + 0.05536864697933197, + 0.07151695340871811, + 0.04155423119664192, + 0.029322775080800056, + 0.12390899658203125, + 0.09692434966564178 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.016096755862236023 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023310668766498566 + ], + "opposite_logprob_tokens": [ + -3.773310661315918 + ], + "logprob_reward": -0.023310668766498566, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023310668766498566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060616493225097656, + 0.057092078030109406, + 0.30127108097076416, + 0.02445225976407528, + 0.031574223190546036, + 0.035727135837078094, + 0.05737760663032532, + 0.0517127700150013, + 0.22121836245059967, + 0.15895798802375793 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.023310668766498566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018214579671621323 + ], + "opposite_logprob_tokens": [ + -4.018214702606201 + ], + "logprob_reward": -0.018214579671621323, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018214579671621323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15713663399219513, + 0.05569394305348396, + 0.2041221261024475, + 0.0429806187748909, + 0.03398836776614189, + 0.11038763076066971, + 0.1525179147720337, + 0.08668225258588791, + 0.09795551002025604, + 0.058535054326057434 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.018214579671621323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1203058660030365, + 0.1021207869052887, + 0.15994428098201752, + 0.04675142839550972, + 0.049541912972927094, + 0.10146159678697586, + 0.10096903145313263, + 0.06868341565132141, + 0.1570947915315628, + 0.09312690794467926 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.008644895628094673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide shot pans slowly to the right from high above, sweeping across a steep, winding, mist-shrouded mountain ridge. Under the low, golden sunlight of early morning, a new section of the Great Wall rises from the ground. The figures of thousands of ancient craftsmen dot the steep slopes and the nascent wall, creating a magnificent scene of labor. Most of them are sturdy men, dressed in worn, faded coarse linen shorts. Their bronzed skin, beaded with sweat, gleams in the sun. As the camera pans down and slowly zooms in, we can see details: a team of artisans, working in unison, chanting slogans, painstakingly drag huge, unpolished granite blocks up the slope using thick hemp ropes and crude wooden rollers. Elsewhere, on bamboo scaffolding erected at the edge of the wall, stonemasons carefully hammer and chisel the edges of the stones, forcing them to fit more tightly, their movements focused and rhythmic. Below, scores of people, carrying heavy stones or buckets filled with mud, navigate the narrow and rugged construction site, their steps stumbling under the weight but unwavering. The entire scene is shrouded in a stark palette of gray rock, brown earth, and the variegated colors of the artisans' clothing. The warm light of the rising sun gilds this arduous scene with a golden glow of hope, creating an epic atmosphere of solemnity, resilience, and the boundless creativity of humankind.", + "seed": 31154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_2/index_1242_seed_31154_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0203300092369318, + "vlm_logprob": -0.0203300092369318, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.0203300092369318, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01888485997915268 + ], + "opposite_logprob_tokens": [ + -4.143884658813477 + ], + "logprob_reward": -0.01888485997915268, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01888485997915268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3186549246311188, + 0.12223586440086365, + 0.060443658381700516, + 0.05408267676830292, + 0.04187450185418129, + 0.04936247318983078, + 0.11846340447664261, + 0.0748409703373909, + 0.057590194046497345, + 0.10245132446289062 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.01888485997915268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014224682003259659 + ], + "opposite_logprob_tokens": [ + -4.264224529266357 + ], + "logprob_reward": -0.014224682003259659, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014224682003259659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19138605892658234, + 0.07745525985956192, + 0.07394953072071075, + 0.21190452575683594, + 0.028823688626289368, + 0.20031744241714478, + 0.046538542956113815, + 0.054316017776727676, + 0.05216006934642792, + 0.0631488785147667 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.014224682003259659 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373083472251892 + ], + "opposite_logprob_tokens": [ + -3.4087307453155518 + ], + "logprob_reward": -0.03373083472251892, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373083472251892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12384457141160965, + 0.08825301378965378, + 0.09330836683511734, + 0.17413735389709473, + 0.03377002477645874, + 0.2099960744380951, + 0.02177306078374386, + 0.07373425364494324, + 0.06511584669351578, + 0.11606744676828384 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.03373083472251892 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060437947511673 + ], + "opposite_logprob_tokens": [ + -3.895604372024536 + ], + "logprob_reward": -0.02060437947511673, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060437947511673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08568836748600006, + 0.11826857924461365, + 0.06160498037934303, + 0.1633566915988922, + 0.08976989984512329, + 0.17213214933872223, + 0.05438670143485069, + 0.054911207407712936, + 0.11972886323928833, + 0.08015263080596924 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.02060437947511673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205290004611015 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205290004611015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205290004611015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12314343452453613, + 0.09586987644433975, + 0.049222446978092194, + 0.032112110406160355, + 0.1099475845694542, + 0.0683651715517044, + 0.16856816411018372, + 0.041257452219724655, + 0.1399173140525818, + 0.17159640789031982 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.014205290004611015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide shot pans slowly to the right from high above, sweeping across a steep, winding, mist-shrouded mountain ridge. Under the low, golden sunlight of early morning, a new section of the Great Wall rises from the ground. The figures of thousands of ancient craftsmen dot the steep slopes and the nascent wall, creating a magnificent scene of labor. Most of them are sturdy men, dressed in worn, faded coarse linen shorts. Their bronzed skin, beaded with sweat, gleams in the sun. As the camera pans down and slowly zooms in, we can see details: a team of artisans, working in unison, chanting slogans, painstakingly drag huge, unpolished granite blocks up the slope using thick hemp ropes and crude wooden rollers. Elsewhere, on bamboo scaffolding erected at the edge of the wall, stonemasons carefully hammer and chisel the edges of the stones, forcing them to fit more tightly, their movements focused and rhythmic. Below, scores of people, carrying heavy stones or buckets filled with mud, navigate the narrow and rugged construction site, their steps stumbling under the weight but unwavering. The entire scene is shrouded in a stark palette of gray rock, brown earth, and the variegated colors of the artisans' clothing. The warm light of the rising sun gilds this arduous scene with a golden glow of hope, creating an epic atmosphere of solemnity, resilience, and the boundless creativity of humankind.", + "seed": 31155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_2/index_1242_seed_31155_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018488503247499465, + "vlm_logprob": -0.018488503247499465, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.018488503247499465, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009354687295854092 + ], + "opposite_logprob_tokens": [ + -4.884354591369629 + ], + "logprob_reward": -0.009354687295854092, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009354687295854092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2583148777484894, + 0.11779732257127762, + 0.04520611837506294, + 0.046949710696935654, + 0.05690901726484299, + 0.13502822816371918, + 0.057655930519104004, + 0.0436423197388649, + 0.09020119905471802, + 0.1482953131198883 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.009354687295854092 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026386136189103127 + ], + "opposite_logprob_tokens": [ + -3.651386022567749 + ], + "logprob_reward": -0.026386136189103127, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026386136189103127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21427838504314423, + 0.11061206459999084, + 0.0819920226931572, + 0.04988864064216614, + 0.05846963822841644, + 0.19836799800395966, + 0.1012403592467308, + 0.028346968814730644, + 0.0972498208284378, + 0.059554118663072586 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.026386136189103127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821235567331314 + ], + "opposite_logprob_tokens": [ + -4.01821231842041 + ], + "logprob_reward": -0.01821235567331314, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821235567331314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17713266611099243, + 0.20808395743370056, + 0.08870496600866318, + 0.057617973536252975, + 0.03424321115016937, + 0.05477562174201012, + 0.0627121552824974, + 0.06062780320644379, + 0.17942801117897034, + 0.07667369395494461 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.01821235567331314 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984113246202469 + ], + "opposite_logprob_tokens": [ + -3.529841184616089 + ], + "logprob_reward": -0.02984113246202469, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984113246202469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14063769578933716, + 0.12562912702560425, + 0.056792329996824265, + 0.10350301861763, + 0.03334752470254898, + 0.15628524124622345, + 0.09819590300321579, + 0.06492948532104492, + 0.1277795433998108, + 0.0929001197218895 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.02984113246202469 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a wide shot panning slowly to the right from a high angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a steep, winding mountain ridge shrouded in mist under low golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thousands of ancient craftsmen visible working on a new section of the Great Wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the artisans include men in worn linen shorts dragging granite blocks with hemp ropes and wooden rollers while chanting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan down and zoom in to reveal stonemasons hammering stones on bamboo scaffolding?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09654226899147034, + 0.12542152404785156, + 0.05414668470621109, + 0.05170905962586403, + 0.02295812778174877, + 0.23170405626296997, + 0.1485835313796997, + 0.037348419427871704, + 0.1738910675048828, + 0.05769524723291397 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.008648204617202282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_5/index_tensor([7397, 7397])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_5/index_tensor([7397, 7397])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..20f5f45683f7842407c371428a0c0e257299287c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_5/index_tensor([7397, 7397])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An unsettling, tilted, high-angle shot places the viewer in a scene almost engulfed in pure darkness. A strong, sharply directed beam of cold white light streams down from the upper and side of the frame, precisely illuminating an arthropod creature emerging from the deep shadows. The creature's deep black chitinous carapace is covered in irregular, bony knobs and protuberances. Its surface, glossy and smooth as if coated with oil, reflects sharp, glaring highlights from the single light source, while the rest of its body blends completely into the bottomless shadows. With a slow, deliberate rhythm, it slowly raises its front half, its long, jointed legs carefully adjusting their footing on the damp rocky ground, its front arching upward with a powerful force, as if performing some ancient ritual. Though slow, this movement is imbued with a menacing, poised momentum. The entire composition is filled with strong chiaroscuro (light and dark contrasts). The light sculpts every detail of the creature's silhouette, creating a huge contrast with the surrounding darkness, perfectly recreating Caravaggio's classical tension and creating a suffocating, silent atmosphere mixed with fear and classical beauty.", + "seed": 7234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_5/index_7397_seed_7234_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023305761616211385, + "vlm_logprob": -0.023305761616211385, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.023305761616211385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06582174450159073 + ], + "opposite_logprob_tokens": [ + -3.190821647644043 + ], + "logprob_reward": -0.06582174450159073, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.06582174450159073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09422644972801208, + 0.13759851455688477, + 0.06412746012210846, + 0.04878252372145653, + 0.09207621216773987, + 0.2415461540222168, + 0.09590970724821091, + 0.07903120666742325, + 0.04689169302582741, + 0.09981008619070053 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.06582174450159073 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026374757289886475 + ], + "opposite_logprob_tokens": [ + -3.6513748168945312 + ], + "logprob_reward": -0.026374757289886475, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026374757289886475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06433825194835663, + 0.19042280316352844, + 0.0777590423822403, + 0.009884387254714966, + 0.03224525600671768, + 0.01281700562685728, + 0.05258665978908539, + 0.0739288404583931, + 0.013119250535964966, + 0.4728984534740448 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.026374757289886475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031922117341309786 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031922117341309786, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031922117341309786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04400113224983215, + 0.29300394654273987, + 0.06365220993757248, + 0.03422508016228676, + 0.029495742172002792, + 0.030133811756968498, + 0.09850605577230453, + 0.082101970911026, + 0.061945971101522446, + 0.2629340589046478 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.0031922117341309786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058020606637001 + ], + "opposite_logprob_tokens": [ + -3.895580291748047 + ], + "logprob_reward": -0.02058020606637001, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058020606637001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09864465147256851, + 0.043589796870946884, + 0.14341580867767334, + 0.031012380495667458, + 0.05826670676469803, + 0.03400582820177078, + 0.08901143074035645, + 0.05603177845478058, + 0.044862523674964905, + 0.4011591374874115 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.02058020606637001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005598884890787303 + ], + "opposite_logprob_tokens": [ + -7.5005598068237305 + ], + "logprob_reward": -0.0005598884890787303, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005598884890787303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08455585688352585, + 0.3168216645717621, + 0.15567459166049957, + 0.05426330491900444, + 0.025152599439024925, + 0.07991684973239899, + 0.058105628937482834, + 0.06801445037126541, + 0.026285432279109955, + 0.131209596991539 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.0005598884890787303 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsettling, tilted, high-angle shot places the viewer in a scene almost engulfed in pure darkness. A strong, sharply directed beam of cold white light streams down from the upper and side of the frame, precisely illuminating an arthropod creature emerging from the deep shadows. The creature's deep black chitinous carapace is covered in irregular, bony knobs and protuberances. Its surface, glossy and smooth as if coated with oil, reflects sharp, glaring highlights from the single light source, while the rest of its body blends completely into the bottomless shadows. With a slow, deliberate rhythm, it slowly raises its front half, its long, jointed legs carefully adjusting their footing on the damp rocky ground, its front arching upward with a powerful force, as if performing some ancient ritual. Though slow, this movement is imbued with a menacing, poised momentum. The entire composition is filled with strong chiaroscuro (light and dark contrasts). The light sculpts every detail of the creature's silhouette, creating a huge contrast with the surrounding darkness, perfectly recreating Caravaggio's classical tension and creating a suffocating, silent atmosphere mixed with fear and classical beauty.", + "seed": 7235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_5/index_7397_seed_7235_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02752314303070307, + "vlm_logprob": -0.02752314303070307, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.02752314303070307, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08467499911785126 + ], + "opposite_logprob_tokens": [ + -2.8346750736236572 + ], + "logprob_reward": -0.08467499911785126, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.08467499911785126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11301138252019882, + 0.07219695299863815, + 0.03630024194717407, + 0.044069837778806686, + 0.08577467501163483, + 0.0919424295425415, + 0.11254711449146271, + 0.09621979296207428, + 0.2835465371608734, + 0.06439103931188583 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.08467499911785126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007663493510335684 + ], + "opposite_logprob_tokens": [ + -4.882663726806641 + ], + "logprob_reward": -0.007663493510335684, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007663493510335684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06958554685115814, + 0.025532316416502, + 0.04553643986582756, + 0.0372745543718338, + 0.10163141787052155, + 0.02577889710664749, + 0.05853196606040001, + 0.11050793528556824, + 0.2612478733062744, + 0.2643730938434601 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.007663493510335684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738557480275631 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738557480275631, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738557480275631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09555315226316452, + 0.03838440403342247, + 0.043556395918130875, + 0.025374820455908775, + 0.06414476782083511, + 0.060544054955244064, + 0.11034654080867767, + 0.13470453023910522, + 0.3922835886478424, + 0.03510775789618492 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.006738557480275631 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809959441423416 + ], + "opposite_logprob_tokens": [ + -3.288099527359009 + ], + "logprob_reward": -0.03809959441423416, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809959441423416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1159060075879097, + 0.06018480286002159, + 0.02842899039387703, + 0.05609806627035141, + 0.07208558917045593, + 0.03793815150856972, + 0.10288775712251663, + 0.12231499701738358, + 0.31239181756973267, + 0.09176383912563324 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.03809959441423416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004390706308186054 + ], + "opposite_logprob_tokens": [ + -7.750439167022705 + ], + "logprob_reward": -0.0004390706308186054, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004390706308186054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13441559672355652, + 0.06244876608252525, + 0.03323586657643318, + 0.038300707936286926, + 0.05723509564995766, + 0.061324622482061386, + 0.11330756545066833, + 0.0738290324807167, + 0.3709222376346588, + 0.054980527609586716 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0004390706308186054 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsettling, tilted, high-angle shot places the viewer in a scene almost engulfed in pure darkness. A strong, sharply directed beam of cold white light streams down from the upper and side of the frame, precisely illuminating an arthropod creature emerging from the deep shadows. The creature's deep black chitinous carapace is covered in irregular, bony knobs and protuberances. Its surface, glossy and smooth as if coated with oil, reflects sharp, glaring highlights from the single light source, while the rest of its body blends completely into the bottomless shadows. With a slow, deliberate rhythm, it slowly raises its front half, its long, jointed legs carefully adjusting their footing on the damp rocky ground, its front arching upward with a powerful force, as if performing some ancient ritual. Though slow, this movement is imbued with a menacing, poised momentum. The entire composition is filled with strong chiaroscuro (light and dark contrasts). The light sculpts every detail of the creature's silhouette, creating a huge contrast with the surrounding darkness, perfectly recreating Caravaggio's classical tension and creating a suffocating, silent atmosphere mixed with fear and classical beauty.", + "seed": 7236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_5/index_7397_seed_7236_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017024056043010206, + "vlm_logprob": -0.017024056043010206, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.017024056043010206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055871449410915375 + ], + "opposite_logprob_tokens": [ + -3.3058714866638184 + ], + "logprob_reward": -0.055871449410915375, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.055871449410915375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14369574189186096, + 0.07449277490377426, + 0.04463177174329758, + 0.12087113410234451, + 0.033070847392082214, + 0.05529499426484108, + 0.047858625650405884, + 0.04303744062781334, + 0.24498507380485535, + 0.19206160306930542 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.055871449410915375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160913597792387 + ], + "opposite_logprob_tokens": [ + -4.141091346740723 + ], + "logprob_reward": -0.0160913597792387, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160913597792387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6462353467941284, + 0.028791818767786026, + 0.017774667590856552, + 0.016185764223337173, + 0.05965648591518402, + 0.02981661446392536, + 0.07156768441200256, + 0.06981054693460464, + 0.04281718283891678, + 0.017343757674098015 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0160913597792387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028181858360767365 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.0028181858360767365, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028181858360767365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5210221409797668, + 0.07899071276187897, + 0.10338996350765228, + 0.041453078389167786, + 0.042704325169324875, + 0.02578756958246231, + 0.02372490055859089, + 0.02331102266907692, + 0.01405483391135931, + 0.1255614459514618 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0028181858360767365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779873304069042 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779873304069042, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779873304069042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3496573269367218, + 0.10181564837694168, + 0.1294131726026535, + 0.07258482277393341, + 0.0448080338537693, + 0.07919389009475708, + 0.050801314413547516, + 0.04958590865135193, + 0.07155978679656982, + 0.05058013275265694 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009779873304069042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005594118847511709 + ], + "opposite_logprob_tokens": [ + -7.500559329986572 + ], + "logprob_reward": -0.0005594118847511709, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005594118847511709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5633223652839661, + 0.0337759330868721, + 0.02703285403549671, + 0.01822335459291935, + 0.05361397936940193, + 0.014560063369572163, + 0.016552234068512917, + 0.04736613109707832, + 0.027564721181988716, + 0.19798840582370758 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0005594118847511709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsettling, tilted, high-angle shot places the viewer in a scene almost engulfed in pure darkness. A strong, sharply directed beam of cold white light streams down from the upper and side of the frame, precisely illuminating an arthropod creature emerging from the deep shadows. The creature's deep black chitinous carapace is covered in irregular, bony knobs and protuberances. Its surface, glossy and smooth as if coated with oil, reflects sharp, glaring highlights from the single light source, while the rest of its body blends completely into the bottomless shadows. With a slow, deliberate rhythm, it slowly raises its front half, its long, jointed legs carefully adjusting their footing on the damp rocky ground, its front arching upward with a powerful force, as if performing some ancient ritual. Though slow, this movement is imbued with a menacing, poised momentum. The entire composition is filled with strong chiaroscuro (light and dark contrasts). The light sculpts every detail of the creature's silhouette, creating a huge contrast with the surrounding darkness, perfectly recreating Caravaggio's classical tension and creating a suffocating, silent atmosphere mixed with fear and classical beauty.", + "seed": 7237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_5/index_7397_seed_7237_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.033998537401203066, + "vlm_logprob": -0.033998537401203066, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.033998537401203066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1251743882894516 + ], + "opposite_logprob_tokens": [ + -2.3751742839813232 + ], + "logprob_reward": -0.1251743882894516, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1251743882894516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15350113809108734, + 0.046061959117650986, + 0.062063589692115784, + 0.08948425948619843, + 0.07901768386363983, + 0.1550547480583191, + 0.1928773820400238, + 0.09049157798290253, + 0.0704272910952568, + 0.06102025881409645 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.1251743882894516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062061056494713 + ], + "opposite_logprob_tokens": [ + -3.895620584487915 + ], + "logprob_reward": -0.02062061056494713, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062061056494713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20856744050979614, + 0.062356434762477875, + 0.13631166517734528, + 0.24959765374660492, + 0.044795382767915726, + 0.1332664042711258, + 0.026041336357593536, + 0.029133837670087814, + 0.06213562563061714, + 0.047794174402952194 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.02062061056494713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630960550159216 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630960550159216, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630960550159216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15248669683933258, + 0.13038474321365356, + 0.10759420692920685, + 0.2317042052745819, + 0.08633190393447876, + 0.07005607336759567, + 0.04135438799858093, + 0.03252296522259712, + 0.04697604849934578, + 0.10058878362178802 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.007630960550159216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071535646915436 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071535646915436, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071535646915436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11363491415977478, + 0.05772063508629799, + 0.1739574372768402, + 0.11659657210111618, + 0.11140068620443344, + 0.12895986437797546, + 0.053391728550195694, + 0.049666982144117355, + 0.0736917182803154, + 0.12097949534654617 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.016071535646915436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high angle with a tilted composition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a strong, sharply directed beam of cold white light streaming from the upper and side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject an arthropod creature with a deep black chitinous carapace covered in irregular, bony knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the creature slowly raising its front half with long, jointed legs adjusting on damp rocky ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit strong chiaroscuro with the creature's glossy surface reflecting sharp highlights against deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004951919545419514 + ], + "opposite_logprob_tokens": [ + -7.625494956970215 + ], + "logprob_reward": -0.0004951919545419514, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004951919545419514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13741976022720337, + 0.06629963964223862, + 0.10184146463871002, + 0.09436249732971191, + 0.04714455083012581, + 0.2202693223953247, + 0.07709547877311707, + 0.07662110775709152, + 0.07704269140958786, + 0.10190346091985703 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.0004951919545419514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_6/index_tensor([3583, 3583])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_6/index_tensor([3583, 3583])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..76c424d17356bbd908029870d504f847dc661c84 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_6/index_tensor([3583, 3583])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tight close-up immerses the viewer in a fierce battle between two leopard lizards on a dark, wet metal floor. Their bumpy, alien-like, banded skin, a detailed mosaic of light yellow and dark spots, shimmers and reflects the scene in distorted ripples. The only illumination comes from the relentless, out-of-focus glow of futuristic neon signs in the background, which cast ever-shifting, high-contrast electric blues and vibrant fuchsias across their writhing bodies. One lizard viciously bites at the other's flank, jaws clenched, while the defender struggles desperately, its spindly limbs and tail slapping against the wet surface, sending tiny splashes of water flying. Their tiny claws scrape frantically against the cold steel as they struggle for purchase, their desperate movements and the overpowering synthetic light combining to create a raw, tense, and distinctly dystopian sci-fi atmosphere.", + "seed": 14047, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_6/index_3583_seed_14047_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3640276103280485, + "vlm_logprob": -0.3640276103280485, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.3640276103280485, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08985517919063568 + ], + "opposite_logprob_tokens": [ + -2.464855194091797 + ], + "logprob_reward": -0.08985517919063568, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08985517919063568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09381789714097977, + 0.12522055208683014, + 0.04534745588898659, + 0.08251351118087769, + 0.12295044958591461, + 0.1360902488231659, + 0.13288764655590057, + 0.09801165759563446, + 0.1349833607673645, + 0.028177155181765556 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.08985517919063568 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020601749420166 + ], + "opposite_logprob_tokens": [ + -0.2520602345466614 + ], + "logprob_reward": -1.5020601749420166, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020601749420166, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10202696919441223, + 0.23428742587566376, + 0.13680309057235718, + 0.11344821751117706, + 0.14972639083862305, + 0.03969687595963478, + 0.04014034941792488, + 0.045578986406326294, + 0.10291778296232224, + 0.03537387400865555 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -1.5020601749420166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308087006211281 + ], + "opposite_logprob_tokens": [ + -3.1680808067321777 + ], + "logprob_reward": -0.04308087006211281, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308087006211281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05108218267560005, + 0.18517529964447021, + 0.10877904295921326, + 0.11544483155012131, + 0.2373111993074417, + 0.03951672837138176, + 0.05947001650929451, + 0.05126069858670235, + 0.12500526010990143, + 0.026954758912324905 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.04308087006211281 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257945042103529 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005257945042103529, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257945042103529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07787920534610748, + 0.23609936237335205, + 0.13579533994197845, + 0.10788679122924805, + 0.12697525322437286, + 0.07824838161468506, + 0.05576493218541145, + 0.0734490305185318, + 0.06682853400707245, + 0.041073109954595566 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.005257945042103529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988388240337372 + ], + "opposite_logprob_tokens": [ + -1.8048838376998901 + ], + "logprob_reward": -0.17988388240337372, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988388240337372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1635454297065735, + 0.22852382063865662, + 0.12094804644584656, + 0.041321977972984314, + 0.059877123683691025, + 0.10537123680114746, + 0.04681370034813881, + 0.07291235029697418, + 0.1198059543967247, + 0.040880318731069565 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.17988388240337372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up immerses the viewer in a fierce battle between two leopard lizards on a dark, wet metal floor. Their bumpy, alien-like, banded skin, a detailed mosaic of light yellow and dark spots, shimmers and reflects the scene in distorted ripples. The only illumination comes from the relentless, out-of-focus glow of futuristic neon signs in the background, which cast ever-shifting, high-contrast electric blues and vibrant fuchsias across their writhing bodies. One lizard viciously bites at the other's flank, jaws clenched, while the defender struggles desperately, its spindly limbs and tail slapping against the wet surface, sending tiny splashes of water flying. Their tiny claws scrape frantically against the cold steel as they struggle for purchase, their desperate movements and the overpowering synthetic light combining to create a raw, tense, and distinctly dystopian sci-fi atmosphere.", + "seed": 14048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_6/index_3583_seed_14048_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0921270118560642, + "vlm_logprob": -0.0921270118560642, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.0921270118560642, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10134055465459824 + ], + "opposite_logprob_tokens": [ + -2.3513405323028564 + ], + "logprob_reward": -0.10134055465459824, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10134055465459824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2033819854259491, + 0.089122474193573, + 0.13873158395290375, + 0.12177231907844543, + 0.043330058455467224, + 0.05740902200341225, + 0.11218658834695816, + 0.06717482954263687, + 0.10491637140512466, + 0.06197481229901314 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.10134055465459824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255728542804718 + ], + "opposite_logprob_tokens": [ + -1.6005728244781494 + ], + "logprob_reward": -0.2255728542804718, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255728542804718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07388056814670563, + 0.09143965691328049, + 0.255791038274765, + 0.30760952830314636, + 0.0501590222120285, + 0.01617262326180935, + 0.03332638368010521, + 0.03104502335190773, + 0.04443861544132233, + 0.09613756835460663 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.2255728542804718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806537553668022 + ], + "opposite_logprob_tokens": [ + -3.529806613922119 + ], + "logprob_reward": -0.029806537553668022, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806537553668022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20764124393463135, + 0.08130443096160889, + 0.046883802860975266, + 0.1241871789097786, + 0.039477523416280746, + 0.08187896758317947, + 0.20875290036201477, + 0.05157668516039848, + 0.06358613818883896, + 0.09471111744642258 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.029806537553668022 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036162238102406263 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.0036162238102406263, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036162238102406263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3949168920516968, + 0.05077283829450607, + 0.1951812207698822, + 0.10505884140729904, + 0.04692273586988449, + 0.015542109496891499, + 0.08904332667589188, + 0.02566024661064148, + 0.02692071907222271, + 0.04998109117150307 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0036162238102406263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029888898134232 + ], + "opposite_logprob_tokens": [ + -2.3502988815307617 + ], + "logprob_reward": -0.10029888898134232, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029888898134232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40808653831481934, + 0.0933941900730133, + 0.04596241936087608, + 0.05634957551956177, + 0.038886070251464844, + 0.07352762669324875, + 0.10437164455652237, + 0.06932733952999115, + 0.0659765750169754, + 0.04411807656288147 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.10029888898134232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up immerses the viewer in a fierce battle between two leopard lizards on a dark, wet metal floor. Their bumpy, alien-like, banded skin, a detailed mosaic of light yellow and dark spots, shimmers and reflects the scene in distorted ripples. The only illumination comes from the relentless, out-of-focus glow of futuristic neon signs in the background, which cast ever-shifting, high-contrast electric blues and vibrant fuchsias across their writhing bodies. One lizard viciously bites at the other's flank, jaws clenched, while the defender struggles desperately, its spindly limbs and tail slapping against the wet surface, sending tiny splashes of water flying. Their tiny claws scrape frantically against the cold steel as they struggle for purchase, their desperate movements and the overpowering synthetic light combining to create a raw, tense, and distinctly dystopian sci-fi atmosphere.", + "seed": 14049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_6/index_3583_seed_14049_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12547154845669867, + "vlm_logprob": -0.12547154845669867, + "vlm_yes_no_margin": 2.824999976158142, + "vlm_token_credit": -0.12547154845669867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12806402146816254 + ], + "opposite_logprob_tokens": [ + -2.128063917160034 + ], + "logprob_reward": -0.12806402146816254, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12806402146816254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12115493416786194, + 0.24544194340705872, + 0.038973789662122726, + 0.03964217007160187, + 0.07223106920719147, + 0.02988630346953869, + 0.07815783470869064, + 0.0557997040450573, + 0.15197812020778656, + 0.16673412919044495 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.12806402146816254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700458213686943 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.0700458213686943, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700458213686943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444549411535263, + 0.2660326361656189, + 0.05923562869429588, + 0.029731689020991325, + 0.05738778039813042, + 0.024231569841504097, + 0.04075581952929497, + 0.0606251135468483, + 0.05522754788398743, + 0.2623172402381897 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0700458213686943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038107167929410934 + ], + "opposite_logprob_tokens": [ + -3.28810715675354 + ], + "logprob_reward": -0.038107167929410934, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038107167929410934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19629240036010742, + 0.1933521330356598, + 0.05168450251221657, + 0.032077107578516006, + 0.04251081496477127, + 0.026988323777914047, + 0.08012506365776062, + 0.06198882684111595, + 0.20395417511463165, + 0.11102665215730667 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.038107167929410934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096450749784708 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096450749784708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096450749784708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06199955940246582, + 0.1689365655183792, + 0.07790965586900711, + 0.03089301846921444, + 0.03201672062277794, + 0.05313525348901749, + 0.0997442677617073, + 0.1254899650812149, + 0.1953422576189041, + 0.154532790184021 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.004096450749784708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870442807674408 + ], + "opposite_logprob_tokens": [ + -1.1370443105697632 + ], + "logprob_reward": -0.3870442807674408, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870442807674408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09135378152132034, + 0.4921424984931946, + 0.04086097329854965, + 0.02571098878979683, + 0.03186031058430672, + 0.017780274152755737, + 0.04871855676174164, + 0.04045015573501587, + 0.13288725912570953, + 0.07823516428470612 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.3870442807674408 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up immerses the viewer in a fierce battle between two leopard lizards on a dark, wet metal floor. Their bumpy, alien-like, banded skin, a detailed mosaic of light yellow and dark spots, shimmers and reflects the scene in distorted ripples. The only illumination comes from the relentless, out-of-focus glow of futuristic neon signs in the background, which cast ever-shifting, high-contrast electric blues and vibrant fuchsias across their writhing bodies. One lizard viciously bites at the other's flank, jaws clenched, while the defender struggles desperately, its spindly limbs and tail slapping against the wet surface, sending tiny splashes of water flying. Their tiny claws scrape frantically against the cold steel as they struggle for purchase, their desperate movements and the overpowering synthetic light combining to create a raw, tense, and distinctly dystopian sci-fi atmosphere.", + "seed": 14050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_6/index_3583_seed_14050_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11862261118367315, + "vlm_logprob": -0.11862261118367315, + "vlm_yes_no_margin": 2.625000023841858, + "vlm_token_credit": -0.11862261118367315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14347735047340393 + ], + "opposite_logprob_tokens": [ + -2.018477439880371 + ], + "logprob_reward": -0.14347735047340393, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14347735047340393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15505331754684448, + 0.1601458489894867, + 0.14656618237495422, + 0.15645602345466614, + 0.08247336745262146, + 0.06171969696879387, + 0.059310488402843475, + 0.04167405515909195, + 0.03187710791826248, + 0.10472393035888672 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.14347735047340393 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28130480647087097 + ], + "opposite_logprob_tokens": [ + -1.4063048362731934 + ], + "logprob_reward": -0.28130480647087097, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28130480647087097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12857447564601898, + 0.056649722158908844, + 0.18882566690444946, + 0.14408443868160248, + 0.03895667940378189, + 0.05516546219587326, + 0.04728177562355995, + 0.10935265570878983, + 0.14485995471477509, + 0.08624914288520813 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.28130480647087097 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866999387741089 + ], + "opposite_logprob_tokens": [ + -3.0486700534820557 + ], + "logprob_reward": -0.04866999387741089, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866999387741089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08088614791631699, + 0.09284369647502899, + 0.1064290851354599, + 0.10655921697616577, + 0.060496918857097626, + 0.03026799112558365, + 0.05076560005545616, + 0.09300167113542557, + 0.06425810605287552, + 0.3144915699958801 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.04866999387741089 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740807089954615 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740807089954615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740807089954615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15297965705394745, + 0.14541217684745789, + 0.0994424894452095, + 0.0576537661254406, + 0.11580996960401535, + 0.16182872653007507, + 0.029353495687246323, + 0.051312368363142014, + 0.09732014685869217, + 0.08888721466064453 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.006740807089954615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two leopard lizards visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dark, wet metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one lizard biting the other's flank while the defender struggles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting provided by out-of-focus futuristic neon signs casting electric blues and vibrant fuchsias?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292009800672531 + ], + "opposite_logprob_tokens": [ + -2.237920045852661 + ], + "logprob_reward": -0.11292009800672531, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292009800672531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11433091014623642, + 0.0990014523267746, + 0.0817282497882843, + 0.1488088071346283, + 0.030753353610634804, + 0.054764144122600555, + 0.05917865410447121, + 0.12763553857803345, + 0.191010519862175, + 0.09278839826583862 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.11292009800672531 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_8/index_tensor([6803, 6803])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_8/index_tensor([6803, 6803])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..25f05eb480925bcf2ba164fa3e0a84449555d802 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_8/index_tensor([6803, 6803])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, extreme close-up captures a dense cluster of delicate, bell-shaped inkcap mushrooms sprouting from the damp, moss-covered forest floor. The scene is plunged into dramatic lowlight, with a single focused beam of light piercing the darkness, focusing the fungi and creating a powerful black-and-white contrast. In a mesmerizing time-lapse sequence, the mushrooms begin to dissolve; their pale, grooved caps, initially rimmed with glistening dewdrops, begin to curl upward and inexorably. A thick, inky black substance forms around the edges, dripping viscously onto the decaying leaves below. Each drop catches the light, appearing like a living, dripping globule of black pigment before coalescing into a dark, lustrous puddle that slowly stains the earth. The entire process is a hypnotic spectacle of natural decay, transforming ephemeral fungi into ephemeral works of ink on the forest floor, creating an atmosphere both eerie and beautiful.", + "seed": 30735, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_8/index_6803_seed_30735_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014666871074587107, + "vlm_logprob": -0.014666871074587107, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.014666871074587107, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008978352881968021 + ], + "opposite_logprob_tokens": [ + -4.883978366851807 + ], + "logprob_reward": -0.008978352881968021, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008978352881968021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1708398461341858, + 0.14010745286941528, + 0.098073311150074, + 0.05254732444882393, + 0.06537783890962601, + 0.040214426815509796, + 0.10385975986719131, + 0.10754483193159103, + 0.04343108832836151, + 0.1780041605234146 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.008978352881968021 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795691817998886 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795691817998886, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795691817998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17122891545295715, + 0.23464925587177277, + 0.051990460604429245, + 0.09266030043363571, + 0.12094532698392868, + 0.06342286616563797, + 0.03900228068232536, + 0.04656296223402023, + 0.06726570427417755, + 0.11227183789014816 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.009795691817998886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635188400745392 + ], + "opposite_logprob_tokens": [ + -3.6513519287109375 + ], + "logprob_reward": -0.02635188400745392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635188400745392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10464679449796677, + 0.18380941450595856, + 0.061255790293216705, + 0.07519661635160446, + 0.1038389801979065, + 0.04509606957435608, + 0.10672293603420258, + 0.21184657514095306, + 0.036012835800647736, + 0.07157401740550995 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.02635188400745392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581606775522232 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581606775522232, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581606775522232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16536831855773926, + 0.09091857820749283, + 0.04465535655617714, + 0.06034564971923828, + 0.13890206813812256, + 0.04200907051563263, + 0.08465593308210373, + 0.19738666713237762, + 0.0784902274608612, + 0.09726814180612564 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.020581606775522232 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076268198899924755 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.0076268198899924755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076268198899924755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1712636947631836, + 0.039326321333646774, + 0.04793393611907959, + 0.09337886422872543, + 0.17627163231372833, + 0.04304968938231468, + 0.053316880017519, + 0.16622577607631683, + 0.07866751402616501, + 0.13056567311286926 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0076268198899924755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme close-up captures a dense cluster of delicate, bell-shaped inkcap mushrooms sprouting from the damp, moss-covered forest floor. The scene is plunged into dramatic lowlight, with a single focused beam of light piercing the darkness, focusing the fungi and creating a powerful black-and-white contrast. In a mesmerizing time-lapse sequence, the mushrooms begin to dissolve; their pale, grooved caps, initially rimmed with glistening dewdrops, begin to curl upward and inexorably. A thick, inky black substance forms around the edges, dripping viscously onto the decaying leaves below. Each drop catches the light, appearing like a living, dripping globule of black pigment before coalescing into a dark, lustrous puddle that slowly stains the earth. The entire process is a hypnotic spectacle of natural decay, transforming ephemeral fungi into ephemeral works of ink on the forest floor, creating an atmosphere both eerie and beautiful.", + "seed": 30736, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_8/index_6803_seed_30736_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013225589692592622, + "vlm_logprob": -0.013225589692592622, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.013225589692592622, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008457202464342117 + ], + "opposite_logprob_tokens": [ + -5.008457183837891 + ], + "logprob_reward": -0.008457202464342117, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008457202464342117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13985297083854675, + 0.12859168648719788, + 0.0809348076581955, + 0.03631235659122467, + 0.06977424025535583, + 0.14171640574932098, + 0.10910853743553162, + 0.07457830756902695, + 0.12617094814777374, + 0.0929596945643425 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.008457202464342117 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526233296841383 + ], + "opposite_logprob_tokens": [ + -5.25526237487793 + ], + "logprob_reward": -0.00526233296841383, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526233296841383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1308356523513794, + 0.10557309538125992, + 0.04515349492430687, + 0.04416801035404205, + 0.05970417708158493, + 0.07243060320615768, + 0.10624488443136215, + 0.06332144886255264, + 0.2779148519039154, + 0.09465381503105164 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.00526233296841383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370685875415802 + ], + "opposite_logprob_tokens": [ + -3.4087069034576416 + ], + "logprob_reward": -0.03370685875415802, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370685875415802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1926070749759674, + 0.09967274963855743, + 0.04418976977467537, + 0.0351322740316391, + 0.04903130605816841, + 0.059784747660160065, + 0.10865096747875214, + 0.10019632428884506, + 0.19323430955410004, + 0.11750038713216782 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03370685875415802 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107686385512352 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.01107686385512352, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107686385512352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07019287347793579, + 0.059491582214832306, + 0.031357064843177795, + 0.019977888092398643, + 0.030974851921200752, + 0.16610629856586456, + 0.21377667784690857, + 0.1257360279560089, + 0.19625802338123322, + 0.08612865954637527 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.01107686385512352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624690420925617 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624690420925617, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624690420925617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1480182260274887, + 0.08112074434757233, + 0.0438271090388298, + 0.04184094816446304, + 0.06558479368686676, + 0.07631352543830872, + 0.17022311687469482, + 0.070367231965065, + 0.16801594197750092, + 0.1346883326768875 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.007624690420925617 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme close-up captures a dense cluster of delicate, bell-shaped inkcap mushrooms sprouting from the damp, moss-covered forest floor. The scene is plunged into dramatic lowlight, with a single focused beam of light piercing the darkness, focusing the fungi and creating a powerful black-and-white contrast. In a mesmerizing time-lapse sequence, the mushrooms begin to dissolve; their pale, grooved caps, initially rimmed with glistening dewdrops, begin to curl upward and inexorably. A thick, inky black substance forms around the edges, dripping viscously onto the decaying leaves below. Each drop catches the light, appearing like a living, dripping globule of black pigment before coalescing into a dark, lustrous puddle that slowly stains the earth. The entire process is a hypnotic spectacle of natural decay, transforming ephemeral fungi into ephemeral works of ink on the forest floor, creating an atmosphere both eerie and beautiful.", + "seed": 30737, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_8/index_6803_seed_30737_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020876849163323642, + "vlm_logprob": -0.020876849163323642, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.020876849163323642, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01828012987971306 + ], + "opposite_logprob_tokens": [ + -4.143280029296875 + ], + "logprob_reward": -0.01828012987971306, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01828012987971306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2682993710041046, + 0.13268443942070007, + 0.08590172231197357, + 0.07604777067899704, + 0.12683656811714172, + 0.04473821073770523, + 0.0244658924639225, + 0.09002728015184402, + 0.1111006811261177, + 0.03989799693226814 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01828012987971306 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108712051063776 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.01108712051063776, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108712051063776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2013898491859436, + 0.14542457461357117, + 0.09332510828971863, + 0.08151726424694061, + 0.16590462625026703, + 0.0690414160490036, + 0.029862351715564728, + 0.03406120091676712, + 0.13029496371746063, + 0.04917873442173004 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01108712051063776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336962565779686 + ], + "opposite_logprob_tokens": [ + -3.408696174621582 + ], + "logprob_reward": -0.0336962565779686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336962565779686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19997845590114594, + 0.1258937567472458, + 0.11499787122011185, + 0.05209168419241905, + 0.078738734126091, + 0.07874008268117905, + 0.044200651347637177, + 0.12538456916809082, + 0.08968716859817505, + 0.09028700739145279 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0336962565779686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695101737976074 + ], + "opposite_logprob_tokens": [ + -3.4086952209472656 + ], + "logprob_reward": -0.033695101737976074, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695101737976074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13680551946163177, + 0.0960051417350769, + 0.0486263670027256, + 0.03146834671497345, + 0.12466620653867722, + 0.10423323512077332, + 0.10263583809137344, + 0.23955987393856049, + 0.047460101544857025, + 0.06853931397199631 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.033695101737976074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625637110322714 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.007625637110322714, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625637110322714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1179400384426117, + 0.11270617693662643, + 0.03856121748685837, + 0.05601834878325462, + 0.081858791410923, + 0.07823988050222397, + 0.06963001191616058, + 0.1615564376115799, + 0.03868866339325905, + 0.24480043351650238 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.007625637110322714 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme close-up captures a dense cluster of delicate, bell-shaped inkcap mushrooms sprouting from the damp, moss-covered forest floor. The scene is plunged into dramatic lowlight, with a single focused beam of light piercing the darkness, focusing the fungi and creating a powerful black-and-white contrast. In a mesmerizing time-lapse sequence, the mushrooms begin to dissolve; their pale, grooved caps, initially rimmed with glistening dewdrops, begin to curl upward and inexorably. A thick, inky black substance forms around the edges, dripping viscously onto the decaying leaves below. Each drop catches the light, appearing like a living, dripping globule of black pigment before coalescing into a dark, lustrous puddle that slowly stains the earth. The entire process is a hypnotic spectacle of natural decay, transforming ephemeral fungi into ephemeral works of ink on the forest floor, creating an atmosphere both eerie and beautiful.", + "seed": 30738, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000155/group_8/index_6803_seed_30738_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023229988105595113, + "vlm_logprob": -0.023229988105595113, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.023229988105595113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01953224651515484 + ], + "opposite_logprob_tokens": [ + -4.019532203674316 + ], + "logprob_reward": -0.01953224651515484, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01953224651515484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14190630614757538, + 0.09382280707359314, + 0.10899398475885391, + 0.05390594154596329, + 0.23920711874961853, + 0.10706835240125656, + 0.020431330427527428, + 0.05225282907485962, + 0.10718543827533722, + 0.0752258449792862 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.01953224651515484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549950741231441 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012549950741231441, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549950741231441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20468923449516296, + 0.11011581122875214, + 0.0659877210855484, + 0.039580535143613815, + 0.039343707263469696, + 0.25543349981307983, + 0.038787372410297394, + 0.04467901587486267, + 0.047464460134506226, + 0.15391868352890015 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.012549950741231441 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205153465270996 + ], + "opposite_logprob_tokens": [ + -2.81205153465271 + ], + "logprob_reward": -0.06205153465270996, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205153465270996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13035771250724792, + 0.08548944443464279, + 0.036276090890169144, + 0.022548705339431763, + 0.03201693668961525, + 0.11475186794996262, + 0.03364918380975723, + 0.25020986795425415, + 0.07690496742725372, + 0.2177952527999878 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.06205153465270996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070948913693428 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070948913693428, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070948913693428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13527339696884155, + 0.08244340866804123, + 0.06960836052894592, + 0.03384849801659584, + 0.08970659226179123, + 0.2367725521326065, + 0.0418790765106678, + 0.0700133889913559, + 0.09590429812669754, + 0.14455050230026245 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.016070948913693428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, low-angle extreme close-up of a dense cluster of bell-shaped inkcap mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a damp, moss-covered forest floor with dramatic lowlight and a single focused beam of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the video presented in black-and-white contrast with pale, grooved mushroom caps rimmed with glistening dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a time-lapse sequence where the mushrooms dissolve, curl upward, and are covered by a thick, inky black substance dripping onto decaying leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dripping black drops coalesce into a dark, lustrous puddle that slowly stains the earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594525970518589 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.00594525970518589, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594525970518589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10046901553869247, + 0.06266613304615021, + 0.04736688360571861, + 0.02002648264169693, + 0.03971635550260544, + 0.24418607354164124, + 0.037069447338581085, + 0.06463081389665604, + 0.05586593598127365, + 0.3280028998851776 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.00594525970518589 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_1/index_tensor([9379, 9379])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_1/index_tensor([9379, 9379])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ef09ae801d96722ff5f2c42815e0f9d9285b0139 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_1/index_tensor([9379, 9379])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot is fixed on the interior rearview mirror of a car speeding down a nighttime highway. The mirror, framed by its simple black plastic housing, reflects a pure, dynamic, abstract scene. Due to the high speed, the landscape behind distorts and blurs, with the straight road curving into a twisting, receding vortex. Distant city lights and the taillights of other vehicles appear not as simple points but as long, brilliant streaks of crimson, amber, and white, streaking across the glass like comets against a dark sky. Each path of light has an extremely bright beginning, gradually fading into a soft, ethereal tail, creating a powerful visual expression of speed. Dark, unlit portions of the environment—trees, signs, and the road itself—melt into a flowing, fuzzy motion blur, forming a stark, high-contrast backdrop for the vibrant light show. The overall atmosphere is hypnotic and slightly disorienting, capturing the exhilarating and lonely beauty of nighttime travel, through a world of pure light and movement.", + "seed": 27602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_1/index_9379_seed_27602_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3030488943681121, + "vlm_logprob": -0.3030488943681121, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.3030488943681121, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06240842118859291 + ], + "opposite_logprob_tokens": [ + -3.062408447265625 + ], + "logprob_reward": -0.06240842118859291, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06240842118859291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13710039854049683, + 0.14062337577342987, + 0.06044821813702583, + 0.12594345211982727, + 0.09163697808980942, + 0.0812019556760788, + 0.19764575362205505, + 0.04751624912023544, + 0.051931869238615036, + 0.06595171988010406 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.06240842118859291 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063258171081543 + ], + "opposite_logprob_tokens": [ + -0.2813257575035095 + ], + "logprob_reward": -1.4063258171081543, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063258171081543, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06570953130722046, + 0.11757156252861023, + 0.1576693207025528, + 0.14579251408576965, + 0.09364046156406403, + 0.034071456640958786, + 0.12205100804567337, + 0.11894889920949936, + 0.02815338969230652, + 0.11639189720153809 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -1.4063258171081543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014217865653336048 + ], + "opposite_logprob_tokens": [ + -4.264217853546143 + ], + "logprob_reward": -0.014217865653336048, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014217865653336048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10413502156734467, + 0.11458322405815125, + 0.16257406771183014, + 0.1707390695810318, + 0.026233460754156113, + 0.03957325220108032, + 0.10927873104810715, + 0.16056811809539795, + 0.05487998202443123, + 0.0574350506067276 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.014217865653336048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950236693024635 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950236693024635, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950236693024635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07953045517206192, + 0.10692713409662247, + 0.27699100971221924, + 0.06381534785032272, + 0.12158337235450745, + 0.0527997650206089, + 0.09879256784915924, + 0.040502481162548065, + 0.07790849357843399, + 0.08114936947822571 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.005950236693024635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342131197452545 + ], + "opposite_logprob_tokens": [ + -3.6513421535491943 + ], + "logprob_reward": -0.026342131197452545, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342131197452545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1336866170167923, + 0.15079523622989655, + 0.11993790417909622, + 0.06474529206752777, + 0.12578721344470978, + 0.13230741024017334, + 0.07591372728347778, + 0.03564487397670746, + 0.07496528327465057, + 0.08621643483638763 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.026342131197452545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot is fixed on the interior rearview mirror of a car speeding down a nighttime highway. The mirror, framed by its simple black plastic housing, reflects a pure, dynamic, abstract scene. Due to the high speed, the landscape behind distorts and blurs, with the straight road curving into a twisting, receding vortex. Distant city lights and the taillights of other vehicles appear not as simple points but as long, brilliant streaks of crimson, amber, and white, streaking across the glass like comets against a dark sky. Each path of light has an extremely bright beginning, gradually fading into a soft, ethereal tail, creating a powerful visual expression of speed. Dark, unlit portions of the environment—trees, signs, and the road itself—melt into a flowing, fuzzy motion blur, forming a stark, high-contrast backdrop for the vibrant light show. The overall atmosphere is hypnotic and slightly disorienting, capturing the exhilarating and lonely beauty of nighttime travel, through a world of pure light and movement.", + "seed": 27603, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_1/index_9379_seed_27603_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.46401333175599574, + "vlm_logprob": -0.46401333175599574, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.46401333175599574, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1385724544525146 + ], + "opposite_logprob_tokens": [ + -0.38857248425483704 + ], + "logprob_reward": -1.1385724544525146, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1385724544525146, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2535596489906311, + 0.12430336326360703, + 0.04516054689884186, + 0.023976003751158714, + 0.02643461897969246, + 0.16792862117290497, + 0.042257245630025864, + 0.19669875502586365, + 0.05427294969558716, + 0.06540828943252563 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -1.1385724544525146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370842456817627 + ], + "opposite_logprob_tokens": [ + -0.3870842456817627 + ], + "logprob_reward": -1.1370842456817627, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370842456817627, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14538708329200745, + 0.06557537615299225, + 0.08324975520372391, + 0.06200572848320007, + 0.04334117844700813, + 0.11884333938360214, + 0.0751023143529892, + 0.13991615176200867, + 0.07493047416210175, + 0.19164855778217316 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -1.1370842456817627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965523421764374 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965523421764374, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965523421764374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1616629958152771, + 0.16482245922088623, + 0.04012826457619667, + 0.148809552192688, + 0.02636580355465412, + 0.2056879997253418, + 0.034294575452804565, + 0.09494709968566895, + 0.0371209941804409, + 0.0861603319644928 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.005965523421764374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19431312382221222, + 0.14194940030574799, + 0.08733708411455154, + 0.0667690858244896, + 0.040000129491090775, + 0.1927926391363144, + 0.039446163922548294, + 0.05357077717781067, + 0.07369228452444077, + 0.11012936383485794 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.008642295375466347 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802139848470688 + ], + "opposite_logprob_tokens": [ + -3.529802083969116 + ], + "logprob_reward": -0.029802139848470688, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802139848470688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2425432801246643, + 0.12179973721504211, + 0.05339920520782471, + 0.055213380604982376, + 0.018798839300870895, + 0.227319598197937, + 0.049249276518821716, + 0.06507376581430435, + 0.04612737149000168, + 0.12047554552555084 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.029802139848470688 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot is fixed on the interior rearview mirror of a car speeding down a nighttime highway. The mirror, framed by its simple black plastic housing, reflects a pure, dynamic, abstract scene. Due to the high speed, the landscape behind distorts and blurs, with the straight road curving into a twisting, receding vortex. Distant city lights and the taillights of other vehicles appear not as simple points but as long, brilliant streaks of crimson, amber, and white, streaking across the glass like comets against a dark sky. Each path of light has an extremely bright beginning, gradually fading into a soft, ethereal tail, creating a powerful visual expression of speed. Dark, unlit portions of the environment—trees, signs, and the road itself—melt into a flowing, fuzzy motion blur, forming a stark, high-contrast backdrop for the vibrant light show. The overall atmosphere is hypnotic and slightly disorienting, capturing the exhilarating and lonely beauty of nighttime travel, through a world of pure light and movement.", + "seed": 27604, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_1/index_9379_seed_27604_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.22031207466498018, + "vlm_logprob": -0.22031207466498018, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.22031207466498018, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01326591894030571 + ], + "opposite_logprob_tokens": [ + -4.763266086578369 + ], + "logprob_reward": -0.01326591894030571, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01326591894030571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08359470963478088, + 0.1443934589624405, + 0.3638518154621124, + 0.059243783354759216, + 0.06832867115736008, + 0.07565886527299881, + 0.061174217611551285, + 0.04764494299888611, + 0.045140139758586884, + 0.05096936598420143 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.01326591894030571 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539132356643677 + ], + "opposite_logprob_tokens": [ + -0.4289132356643677 + ], + "logprob_reward": -1.0539132356643677, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539132356643677, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09451333433389664, + 0.09552779793739319, + 0.2942841947078705, + 0.10004227608442307, + 0.023631054908037186, + 0.023984545841813087, + 0.11989548057317734, + 0.03489353135228157, + 0.08404603600502014, + 0.12918172776699066 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -1.0539132356643677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007643500808626413 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.007643500808626413, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007643500808626413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1189907118678093, + 0.039945751428604126, + 0.12825286388397217, + 0.12785643339157104, + 0.36549288034439087, + 0.06303964555263519, + 0.06420225650072098, + 0.02838519960641861, + 0.014278735034167767, + 0.0495554618537426 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.007643500808626413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543593533337116 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543593533337116, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543593533337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.092697374522686, + 0.12495927512645721, + 0.06621211767196655, + 0.07154383510351181, + 0.03162435442209244, + 0.07282920181751251, + 0.09225118160247803, + 0.10388907045125961, + 0.14258842170238495, + 0.2014051377773285 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.012543593533337116 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419412437826395 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.01419412437826395, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419412437826395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06289656460285187, + 0.3675999939441681, + 0.1093917191028595, + 0.05377785488963127, + 0.03544897958636284, + 0.08106695860624313, + 0.06271851807832718, + 0.10257846117019653, + 0.10025017708539963, + 0.024270791560411453 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.01419412437826395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot is fixed on the interior rearview mirror of a car speeding down a nighttime highway. The mirror, framed by its simple black plastic housing, reflects a pure, dynamic, abstract scene. Due to the high speed, the landscape behind distorts and blurs, with the straight road curving into a twisting, receding vortex. Distant city lights and the taillights of other vehicles appear not as simple points but as long, brilliant streaks of crimson, amber, and white, streaking across the glass like comets against a dark sky. Each path of light has an extremely bright beginning, gradually fading into a soft, ethereal tail, creating a powerful visual expression of speed. Dark, unlit portions of the environment—trees, signs, and the road itself—melt into a flowing, fuzzy motion blur, forming a stark, high-contrast backdrop for the vibrant light show. The overall atmosphere is hypnotic and slightly disorienting, capturing the exhilarating and lonely beauty of nighttime travel, through a world of pure light and movement.", + "seed": 27605, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_1/index_9379_seed_27605_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.36820216989144683, + "vlm_logprob": -0.36820216989144683, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.36820216989144683, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09290817379951477 + ], + "opposite_logprob_tokens": [ + -2.4679081439971924 + ], + "logprob_reward": -0.09290817379951477, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09290817379951477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37606602907180786, + 0.06618574261665344, + 0.08698385953903198, + 0.07793967425823212, + 0.08650319278240204, + 0.14288866519927979, + 0.02360467053949833, + 0.01702374964952469, + 0.03390470892190933, + 0.08889970183372498 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.09290817379951477 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015533447265625 + ], + "opposite_logprob_tokens": [ + -0.20155328512191772 + ], + "logprob_reward": -1.7015533447265625, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015533447265625, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08678027242422104, + 0.10474710911512375, + 0.15484008193016052, + 0.36805689334869385, + 0.056642912328243256, + 0.0774535983800888, + 0.02725433185696602, + 0.02034262754023075, + 0.039436064660549164, + 0.06444612145423889 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -1.7015533447265625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007655212190002203 + ], + "opposite_logprob_tokens": [ + -4.882655143737793 + ], + "logprob_reward": -0.007655212190002203, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007655212190002203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12017165869474411, + 0.10497558116912842, + 0.2532135844230652, + 0.20181657373905182, + 0.06596452742815018, + 0.07705916464328766, + 0.05364082008600235, + 0.019936488941311836, + 0.035374924540519714, + 0.06784667819738388 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.007655212190002203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545948848128319 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012545948848128319, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545948848128319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16581521928310394, + 0.07982376962900162, + 0.0848069041967392, + 0.2774242162704468, + 0.04282998666167259, + 0.07548955082893372, + 0.06431248784065247, + 0.031086519360542297, + 0.042275045067071915, + 0.13613635301589966 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.012545948848128319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focused on the interior rearview mirror of a car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot static without any panning, tilting, or zooming movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reflection in the mirror show a dark sky with long, brilliant streaks of crimson, amber, and white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dark unlit portions of the environment (trees, signs, road) appear as a flowing, fuzzy motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mirror framed by a simple black plastic housing visible in the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348169893026352 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.026348169893026352, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348169893026352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2643306851387024, + 0.08746358007192612, + 0.21054863929748535, + 0.23959827423095703, + 0.0268618892878294, + 0.027920808643102646, + 0.03111419454216957, + 0.02195577509701252, + 0.02452510967850685, + 0.0656810998916626 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.026348169893026352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_11/index_tensor([9249, 9249])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_11/index_tensor([9249, 9249])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8af30b3566782bbe0cbdb0ff97e7dd3ebd0086dd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_11/index_tensor([9249, 9249])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins in a medium shot, then steadily and smoothly pulls back, ultimately forming a minimalist long-range composition. The image initially focuses on a classical poet clad in a flowing, wide-sleeved, pure white silk robe. His long, jet-black hair is loosely tied back with a simple headband, and his face is thin and focused. Alone, beneath a vast, tranquil bamboo forest, he stands barefoot on a ground strewn with pale yellow fallen leaves. In his hand, he clutches a longsword with a pristine scabbard and a blade as clear as autumn water. His expression is solemn, his body gracefully twirling in time with the sword's thrusts. His movements flow like flowing water, the hem of his white robe and wide cuffs carving gentle arcs in the air. With a twist of his wrist, the sharp blade dances through the air, leaving a series of blurry, swift afterimages. The flash of his sword's light interplays with the soft, diffuse light filtering down from above, creating a shimmering, shimmering shadow. As the camera steadily pulls back, the poet's figure gradually becomes smaller, fully revealing his environment: dozens of tall, emerald green bamboos form vertical lines, creating a strong sense of order in the picture, and the poet becomes the only dynamic white focus in this huge, tranquil green space. The entire scene presents a lonely, tranquil and profound Zen atmosphere in cold colors.", + "seed": 12153, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_11/index_9249_seed_12153_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09375781863927841, + "vlm_logprob": -0.09375781863927841, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.09375781863927841, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09091996401548386 + ], + "opposite_logprob_tokens": [ + -2.4659199714660645 + ], + "logprob_reward": -0.09091996401548386, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09091996401548386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11582901328802109, + 0.028795499354600906, + 0.18572348356246948, + 0.046335987746715546, + 0.0449577160179615, + 0.04550989344716072, + 0.3022230863571167, + 0.11142228543758392, + 0.08308646827936172, + 0.036116451025009155 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.09091996401548386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558845579624176 + ], + "opposite_logprob_tokens": [ + -1.6005884408950806 + ], + "logprob_reward": -0.22558845579624176, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558845579624176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13837510347366333, + 0.08412482589483261, + 0.17641201615333557, + 0.17762817442417145, + 0.028278062120079994, + 0.035749632865190506, + 0.26038700342178345, + 0.049025360494852066, + 0.02737213671207428, + 0.022647686302661896 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.22558845579624176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077401116490364 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077401116490364, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077401116490364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059301283210515976, + 0.02462676540017128, + 0.06833770126104355, + 0.02030619978904724, + 0.009943420998752117, + 0.007214438170194626, + 0.7445608973503113, + 0.04013831913471222, + 0.01948649249970913, + 0.006084485910832882 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.016077401116490364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290520533919334 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.023290520533919334, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290520533919334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05030836537480354, + 0.10673480480909348, + 0.1882385015487671, + 0.10968673974275589, + 0.022979987785220146, + 0.017369089648127556, + 0.298800528049469, + 0.04378623142838478, + 0.0752316415309906, + 0.08686413615942001 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.023290520533919334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291275173425674 + ], + "opposite_logprob_tokens": [ + -2.237912654876709 + ], + "logprob_reward": -0.11291275173425674, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291275173425674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11810751259326935, + 0.040521759539842606, + 0.06731943041086197, + 0.07195492833852768, + 0.021717417985200882, + 0.07060901820659637, + 0.32009807229042053, + 0.04284324496984482, + 0.20503319799900055, + 0.04179541394114494 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.11291275173425674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in a medium shot, then steadily and smoothly pulls back, ultimately forming a minimalist long-range composition. The image initially focuses on a classical poet clad in a flowing, wide-sleeved, pure white silk robe. His long, jet-black hair is loosely tied back with a simple headband, and his face is thin and focused. Alone, beneath a vast, tranquil bamboo forest, he stands barefoot on a ground strewn with pale yellow fallen leaves. In his hand, he clutches a longsword with a pristine scabbard and a blade as clear as autumn water. His expression is solemn, his body gracefully twirling in time with the sword's thrusts. His movements flow like flowing water, the hem of his white robe and wide cuffs carving gentle arcs in the air. With a twist of his wrist, the sharp blade dances through the air, leaving a series of blurry, swift afterimages. The flash of his sword's light interplays with the soft, diffuse light filtering down from above, creating a shimmering, shimmering shadow. As the camera steadily pulls back, the poet's figure gradually becomes smaller, fully revealing his environment: dozens of tall, emerald green bamboos form vertical lines, creating a strong sense of order in the picture, and the poet becomes the only dynamic white focus in this huge, tranquil green space. The entire scene presents a lonely, tranquil and profound Zen atmosphere in cold colors.", + "seed": 12154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_11/index_9249_seed_12154_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1352904662489891, + "vlm_logprob": -0.1352904662489891, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.1352904662489891, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03929987922310829 + ], + "opposite_logprob_tokens": [ + -3.289299964904785 + ], + "logprob_reward": -0.03929987922310829, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03929987922310829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12894722819328308, + 0.1460934281349182, + 0.13876762986183167, + 0.2114839404821396, + 0.0740390345454216, + 0.05192750319838524, + 0.0789087638258934, + 0.041959136724472046, + 0.04451221227645874, + 0.08336106687784195 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.03929987922310829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270715743303299 + ], + "opposite_logprob_tokens": [ + -2.1270716190338135 + ], + "logprob_reward": -0.1270715743303299, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270715743303299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21491006016731262, + 0.22420965135097504, + 0.11878426373004913, + 0.18505895137786865, + 0.07790877670049667, + 0.02702520228922367, + 0.017465781420469284, + 0.02467021718621254, + 0.03441436216235161, + 0.07555270940065384 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.1270715743303299 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545948848128319 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012545948848128319, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545948848128319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07656169682741165, + 0.26012980937957764, + 0.11485560238361359, + 0.1684255301952362, + 0.07642161846160889, + 0.030184119939804077, + 0.019208643585443497, + 0.07746464014053345, + 0.04351562261581421, + 0.1332327127456665 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.012545948848128319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295877501368523 + ], + "opposite_logprob_tokens": [ + -3.7732958793640137 + ], + "logprob_reward": -0.023295877501368523, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295877501368523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12334524095058441, + 0.17903955280780792, + 0.09823356568813324, + 0.14152966439723969, + 0.10373841971158981, + 0.05267027020454407, + 0.03870951384305954, + 0.07417432218790054, + 0.10426665842533112, + 0.08429285138845444 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.023295877501368523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742390513420105 + ], + "opposite_logprob_tokens": [ + -0.9742390513420105 + ], + "logprob_reward": -0.4742390513420105, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742390513420105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10933289676904678, + 0.40529289841651917, + 0.02795257605612278, + 0.03112456016242504, + 0.07702967524528503, + 0.03848203271627426, + 0.02386077679693699, + 0.052301421761512756, + 0.021409092471003532, + 0.21321403980255127 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.4742390513420105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in a medium shot, then steadily and smoothly pulls back, ultimately forming a minimalist long-range composition. The image initially focuses on a classical poet clad in a flowing, wide-sleeved, pure white silk robe. His long, jet-black hair is loosely tied back with a simple headband, and his face is thin and focused. Alone, beneath a vast, tranquil bamboo forest, he stands barefoot on a ground strewn with pale yellow fallen leaves. In his hand, he clutches a longsword with a pristine scabbard and a blade as clear as autumn water. His expression is solemn, his body gracefully twirling in time with the sword's thrusts. His movements flow like flowing water, the hem of his white robe and wide cuffs carving gentle arcs in the air. With a twist of his wrist, the sharp blade dances through the air, leaving a series of blurry, swift afterimages. The flash of his sword's light interplays with the soft, diffuse light filtering down from above, creating a shimmering, shimmering shadow. As the camera steadily pulls back, the poet's figure gradually becomes smaller, fully revealing his environment: dozens of tall, emerald green bamboos form vertical lines, creating a strong sense of order in the picture, and the poet becomes the only dynamic white focus in this huge, tranquil green space. The entire scene presents a lonely, tranquil and profound Zen atmosphere in cold colors.", + "seed": 12155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_11/index_9249_seed_12155_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07087660618126393, + "vlm_logprob": -0.07087660618126393, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.07087660618126393, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06336363404989243 + ], + "opposite_logprob_tokens": [ + -2.813363552093506 + ], + "logprob_reward": -0.06336363404989243, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06336363404989243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10631559044122696, + 0.08001721650362015, + 0.04339507594704628, + 0.04687127098441124, + 0.027665909379720688, + 0.06826797127723694, + 0.09288566559553146, + 0.032817039638757706, + 0.34065425395965576, + 0.16110996901988983 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.06336363404989243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428186446428299 + ], + "opposite_logprob_tokens": [ + -2.0178186893463135 + ], + "logprob_reward": -0.1428186446428299, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428186446428299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05380438268184662, + 0.04136914387345314, + 0.04204699024558067, + 0.016880664974451065, + 0.053516704589128494, + 0.26284992694854736, + 0.060845937579870224, + 0.05278529226779938, + 0.1837424784898758, + 0.23215845227241516 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.1428186446428299 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645840920507908 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645840920507908, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645840920507908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025515912100672722, + 0.045385900884866714, + 0.013730529695749283, + 0.02147819474339485, + 0.017444666475057602, + 0.09290480613708496, + 0.07931691408157349, + 0.026603102684020996, + 0.24907705187797546, + 0.42854294180870056 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.008645840920507908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539827264845371 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539827264845371, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539827264845371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02782640978693962, + 0.0063540078699588776, + 0.007619292475283146, + 0.011579548940062523, + 0.01014823466539383, + 0.011706121265888214, + 0.009277645498514175, + 0.013277389109134674, + 0.8544252514839172, + 0.047786153852939606 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.012539827264845371 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701508402824402 + ], + "opposite_logprob_tokens": [ + -2.1270151138305664 + ], + "logprob_reward": -0.12701508402824402, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701508402824402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048918452113866806, + 0.025165986269712448, + 0.03850247338414192, + 0.08985685557126999, + 0.028603162616491318, + 0.23600821197032928, + 0.07287368923425674, + 0.03590473532676697, + 0.04262206703424454, + 0.3815443515777588 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.12701508402824402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in a medium shot, then steadily and smoothly pulls back, ultimately forming a minimalist long-range composition. The image initially focuses on a classical poet clad in a flowing, wide-sleeved, pure white silk robe. His long, jet-black hair is loosely tied back with a simple headband, and his face is thin and focused. Alone, beneath a vast, tranquil bamboo forest, he stands barefoot on a ground strewn with pale yellow fallen leaves. In his hand, he clutches a longsword with a pristine scabbard and a blade as clear as autumn water. His expression is solemn, his body gracefully twirling in time with the sword's thrusts. His movements flow like flowing water, the hem of his white robe and wide cuffs carving gentle arcs in the air. With a twist of his wrist, the sharp blade dances through the air, leaving a series of blurry, swift afterimages. The flash of his sword's light interplays with the soft, diffuse light filtering down from above, creating a shimmering, shimmering shadow. As the camera steadily pulls back, the poet's figure gradually becomes smaller, fully revealing his environment: dozens of tall, emerald green bamboos form vertical lines, creating a strong sense of order in the picture, and the poet becomes the only dynamic white focus in this huge, tranquil green space. The entire scene presents a lonely, tranquil and profound Zen atmosphere in cold colors.", + "seed": 12156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_11/index_9249_seed_12156_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09812530912458897, + "vlm_logprob": -0.09812530912458897, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.09812530912458897, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1296861469745636 + ], + "opposite_logprob_tokens": [ + -2.129686117172241 + ], + "logprob_reward": -0.1296861469745636, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1296861469745636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11808609962463379, + 0.10258765518665314, + 0.3134419322013855, + 0.0709308460354805, + 0.07884776592254639, + 0.09647326171398163, + 0.04648248478770256, + 0.07183542847633362, + 0.04729216545820236, + 0.054022323340177536 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.1296861469745636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813558280467987 + ], + "opposite_logprob_tokens": [ + -1.406355857849121 + ], + "logprob_reward": -0.2813558280467987, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813558280467987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06899496167898178, + 0.04700544476509094, + 0.7012744545936584, + 0.016263512894511223, + 0.04475483298301697, + 0.02284732274711132, + 0.03496868908405304, + 0.021045628935098648, + 0.015584866516292095, + 0.027260281145572662 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.2813558280467987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299720138311386 + ], + "opposite_logprob_tokens": [ + -3.7732996940612793 + ], + "logprob_reward": -0.023299720138311386, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299720138311386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11365779489278793, + 0.0638277679681778, + 0.4114234149456024, + 0.02046884596347809, + 0.039772313088178635, + 0.04790136590600014, + 0.0832163393497467, + 0.03181101754307747, + 0.12848326563835144, + 0.059437818825244904 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.023299720138311386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819397695362568 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819397695362568, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819397695362568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16362397372722626, + 0.0862472653388977, + 0.3321073353290558, + 0.051060449331998825, + 0.04989287257194519, + 0.09036710858345032, + 0.03031926602125168, + 0.05615101009607315, + 0.0643206387758255, + 0.0759100690484047 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.01819397695362568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a classical poet wearing a pure white silk robe with wide sleeves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the poet holding a longsword with a pristine scabbard and a clear blade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the poet perform twirling movements with the sword, creating blurry afterimages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bamboo forest with tall emerald green bamboos and pale yellow fallen leaves on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot and steadily pull back to a long-range composition?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809087350964546 + ], + "opposite_logprob_tokens": [ + -3.288090944290161 + ], + "logprob_reward": -0.03809087350964546, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809087350964546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05523863062262535, + 0.04737505689263344, + 0.31921330094337463, + 0.02013329602777958, + 0.14426660537719727, + 0.16934283077716827, + 0.018867630511522293, + 0.038339775055646896, + 0.03148968890309334, + 0.1557331532239914 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.03809087350964546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_12/index_tensor([7839, 7839])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_12/index_tensor([7839, 7839])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..718050e58be090c9b767a43d7e75afcceab0a2f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_12/index_tensor([7839, 7839])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "superbly detailed macro lens, using a slide or crane, creates a slow, graceful S-shaped composition, its focus locked precisely on a blooming summer pansy. The flower's velvety texture, its two upper petals a deep violet, while the larger lower petal is a soft lavender, punctuated by a bright lemon-yellow smudge at the throat, resembles the meticulous blending of colors by a painter. Caressed by the gentle breeze, the slender, emerald green stem sways rhythmically and gently, setting the entire flower in a silent dance. The petals, as wispy as a cicada's wing, each tremor is exquisitely delicate, curling and unfurling, as if carefully exploring and sensing the warm air around them with their most sensitive senses. The background is completely blurred by the extremely shallow depth of field, creating a dreamy bokeh of soft green and golden flecks. The warm afternoon sunlight shines obliquely through the gaps between the leaves, casting a soft golden outline light on the petals, creating a tranquil, healing and vibrant close-up atmosphere, perfectly capturing the most subtle and poetic dynamic moments of plants in nature.", + "seed": 29015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_12/index_7839_seed_29015_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029581665550358592, + "vlm_logprob": -0.029581665550358592, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.029581665550358592, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030148280784487724 + ], + "opposite_logprob_tokens": [ + -3.5301482677459717 + ], + "logprob_reward": -0.030148280784487724, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030148280784487724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36883530020713806, + 0.02764161303639412, + 0.055837128311395645, + 0.38774892687797546, + 0.013318109326064587, + 0.012371244840323925, + 0.010157044976949692, + 0.07410837709903717, + 0.02263657934963703, + 0.02734561264514923 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.030148280784487724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108936034142971 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.01108936034142971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108936034142971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18561972677707672, + 0.08145711570978165, + 0.0989626944065094, + 0.22254453599452972, + 0.07648713886737823, + 0.033997904509305954, + 0.028367459774017334, + 0.08598330616950989, + 0.05928559973835945, + 0.12729457020759583 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.01108936034142971 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899913936853409 + ], + "opposite_logprob_tokens": [ + -2.5789990425109863 + ], + "logprob_reward": -0.07899913936853409, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899913936853409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23039531707763672, + 0.029365966096520424, + 0.07248539477586746, + 0.43930143117904663, + 0.023585721850395203, + 0.029340835288167, + 0.023956598713994026, + 0.06797714531421661, + 0.05747862905263901, + 0.026112953200936317 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.07899913936853409 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335801207460463 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335801207460463, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335801207460463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3625386953353882, + 0.05980198457837105, + 0.08000407367944717, + 0.17211326956748962, + 0.02449111081659794, + 0.032779380679130554, + 0.037855081260204315, + 0.06854536384344101, + 0.036458298563957214, + 0.1254127472639084 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.001335801207460463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633574604988098 + ], + "opposite_logprob_tokens": [ + -3.6513357162475586 + ], + "logprob_reward": -0.02633574604988098, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633574604988098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6178368926048279, + 0.01749356836080551, + 0.052761539816856384, + 0.11288848519325256, + 0.01391333807259798, + 0.01686137728393078, + 0.017914343625307083, + 0.05034424737095833, + 0.06078825145959854, + 0.03919802978634834 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.02633574604988098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "superbly detailed macro lens, using a slide or crane, creates a slow, graceful S-shaped composition, its focus locked precisely on a blooming summer pansy. The flower's velvety texture, its two upper petals a deep violet, while the larger lower petal is a soft lavender, punctuated by a bright lemon-yellow smudge at the throat, resembles the meticulous blending of colors by a painter. Caressed by the gentle breeze, the slender, emerald green stem sways rhythmically and gently, setting the entire flower in a silent dance. The petals, as wispy as a cicada's wing, each tremor is exquisitely delicate, curling and unfurling, as if carefully exploring and sensing the warm air around them with their most sensitive senses. The background is completely blurred by the extremely shallow depth of field, creating a dreamy bokeh of soft green and golden flecks. The warm afternoon sunlight shines obliquely through the gaps between the leaves, casting a soft golden outline light on the petals, creating a tranquil, healing and vibrant close-up atmosphere, perfectly capturing the most subtle and poetic dynamic moments of plants in nature.", + "seed": 29016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_12/index_7839_seed_29016_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022477055620402097, + "vlm_logprob": -0.022477055620402097, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.022477055620402097, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03404854238033295 + ], + "opposite_logprob_tokens": [ + -3.409048557281494 + ], + "logprob_reward": -0.03404854238033295, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03404854238033295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12917813658714294, + 0.08457532525062561, + 0.05305715277791023, + 0.024980993941426277, + 0.06889902800321579, + 0.08197993785142899, + 0.05279291048645973, + 0.08312758058309555, + 0.3549385964870453, + 0.06647031754255295 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.03404854238033295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067444778978824615 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.0067444778978824615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067444778978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09176750481128693, + 0.14358799159526825, + 0.03972606733441353, + 0.0159629974514246, + 0.02055683732032776, + 0.02340373396873474, + 0.039959732443094254, + 0.02800905518233776, + 0.5696660280227661, + 0.027360061183571815 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0067444778978824615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043060317635536194 + ], + "opposite_logprob_tokens": [ + -3.168060302734375 + ], + "logprob_reward": -0.043060317635536194, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043060317635536194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055489860475063324, + 0.023720502853393555, + 0.028236497193574905, + 0.008875980041921139, + 0.0460350476205349, + 0.034503571689128876, + 0.018090659752488136, + 0.029440313577651978, + 0.7227039337158203, + 0.03290359675884247 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.043060317635536194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021974719129502773 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021974719129502773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021974719129502773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0506615936756134, + 0.026613740250468254, + 0.025078129023313522, + 0.013295602053403854, + 0.03234511613845825, + 0.060087818652391434, + 0.0545102022588253, + 0.042041581124067307, + 0.6418240070343018, + 0.053542256355285645 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.0021974719129502773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633446827530861 + ], + "opposite_logprob_tokens": [ + -3.651334524154663 + ], + "logprob_reward": -0.02633446827530861, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633446827530861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049775380641222, + 0.18114876747131348, + 0.03276823088526726, + 0.02237762324512005, + 0.043047789484262466, + 0.0636896938085556, + 0.05588631331920624, + 0.04333985224366188, + 0.44158849120140076, + 0.06637783348560333 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.02633446827530861 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "superbly detailed macro lens, using a slide or crane, creates a slow, graceful S-shaped composition, its focus locked precisely on a blooming summer pansy. The flower's velvety texture, its two upper petals a deep violet, while the larger lower petal is a soft lavender, punctuated by a bright lemon-yellow smudge at the throat, resembles the meticulous blending of colors by a painter. Caressed by the gentle breeze, the slender, emerald green stem sways rhythmically and gently, setting the entire flower in a silent dance. The petals, as wispy as a cicada's wing, each tremor is exquisitely delicate, curling and unfurling, as if carefully exploring and sensing the warm air around them with their most sensitive senses. The background is completely blurred by the extremely shallow depth of field, creating a dreamy bokeh of soft green and golden flecks. The warm afternoon sunlight shines obliquely through the gaps between the leaves, casting a soft golden outline light on the petals, creating a tranquil, healing and vibrant close-up atmosphere, perfectly capturing the most subtle and poetic dynamic moments of plants in nature.", + "seed": 29017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_12/index_7839_seed_29017_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01555391326546669, + "vlm_logprob": -0.01555391326546669, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.01555391326546669, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0116501459851861 + ], + "opposite_logprob_tokens": [ + -4.511650085449219 + ], + "logprob_reward": -0.0116501459851861, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0116501459851861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15927819907665253, + 0.322651207447052, + 0.07589869946241379, + 0.056078389286994934, + 0.04394736513495445, + 0.06887779384851456, + 0.07211736589670181, + 0.05783969536423683, + 0.0836249366402626, + 0.059686414897441864 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0116501459851861 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650568313896656 + ], + "opposite_logprob_tokens": [ + -4.758650779724121 + ], + "logprob_reward": -0.008650568313896656, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650568313896656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14839690923690796, + 0.19738146662712097, + 0.09944254159927368, + 0.10838326811790466, + 0.08611748367547989, + 0.06664326041936874, + 0.06229601427912712, + 0.052368465811014175, + 0.09331179410219193, + 0.08565881848335266 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.008650568313896656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634515054523945 + ], + "opposite_logprob_tokens": [ + -3.6513452529907227 + ], + "logprob_reward": -0.02634515054523945, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634515054523945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1904871016740799, + 0.1967466026544571, + 0.19428257644176483, + 0.05415637046098709, + 0.04943211376667023, + 0.05849480628967285, + 0.0651959553360939, + 0.043085165321826935, + 0.09788057208061218, + 0.050238728523254395 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.02634515054523945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335563138127327 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335563138127327, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335563138127327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2021784484386444, + 0.17874200642108917, + 0.1086326539516449, + 0.08298275619745255, + 0.08369539678096771, + 0.09767869859933853, + 0.06567361950874329, + 0.036423176527023315, + 0.07457315921783447, + 0.06942006200551987 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.001335563138127327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978813834488392 + ], + "opposite_logprob_tokens": [ + -3.5297882556915283 + ], + "logprob_reward": -0.02978813834488392, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978813834488392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4838652014732361, + 0.18089215457439423, + 0.040672559291124344, + 0.03628405183553696, + 0.03778629004955292, + 0.03748748451471329, + 0.050790879875421524, + 0.044764239341020584, + 0.032061003148555756, + 0.055396102368831635 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02978813834488392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "superbly detailed macro lens, using a slide or crane, creates a slow, graceful S-shaped composition, its focus locked precisely on a blooming summer pansy. The flower's velvety texture, its two upper petals a deep violet, while the larger lower petal is a soft lavender, punctuated by a bright lemon-yellow smudge at the throat, resembles the meticulous blending of colors by a painter. Caressed by the gentle breeze, the slender, emerald green stem sways rhythmically and gently, setting the entire flower in a silent dance. The petals, as wispy as a cicada's wing, each tremor is exquisitely delicate, curling and unfurling, as if carefully exploring and sensing the warm air around them with their most sensitive senses. The background is completely blurred by the extremely shallow depth of field, creating a dreamy bokeh of soft green and golden flecks. The warm afternoon sunlight shines obliquely through the gaps between the leaves, casting a soft golden outline light on the petals, creating a tranquil, healing and vibrant close-up atmosphere, perfectly capturing the most subtle and poetic dynamic moments of plants in nature.", + "seed": 29018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_12/index_7839_seed_29018_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026704940339550377, + "vlm_logprob": -0.026704940339550377, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.026704940339550377, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03415349870920181 + ], + "opposite_logprob_tokens": [ + -3.409153461456299 + ], + "logprob_reward": -0.03415349870920181, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03415349870920181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19566406309604645, + 0.12146110087633133, + 0.05553217977285385, + 0.041864484548568726, + 0.028702780604362488, + 0.05430366471409798, + 0.06768883764743805, + 0.2573954164981842, + 0.11137668043375015, + 0.06601076573133469 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.03415349870920181 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958413239568472 + ], + "opposite_logprob_tokens": [ + -5.130958557128906 + ], + "logprob_reward": -0.005958413239568472, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958413239568472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36005374789237976, + 0.09872931241989136, + 0.04484814032912254, + 0.030084965750575066, + 0.03899528086185455, + 0.0454789362847805, + 0.04012935236096382, + 0.1520451009273529, + 0.10873746871948242, + 0.08089768141508102 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.005958413239568472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306282848119736 + ], + "opposite_logprob_tokens": [ + -3.168062925338745 + ], + "logprob_reward": -0.04306282848119736, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306282848119736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28297266364097595, + 0.06243636831641197, + 0.02969212830066681, + 0.03252147510647774, + 0.02652866765856743, + 0.07687747478485107, + 0.08588024973869324, + 0.13063079118728638, + 0.1829969435930252, + 0.08946327865123749 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04306282848119736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017132379580289125 + ], + "opposite_logprob_tokens": [ + -6.376713275909424 + ], + "logprob_reward": -0.0017132379580289125, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017132379580289125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4474010765552521, + 0.07659710943698883, + 0.04195068031549454, + 0.024478886276483536, + 0.03988610580563545, + 0.054211173206567764, + 0.036591336131095886, + 0.12377528101205826, + 0.10068756341934204, + 0.05442076176404953 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0017132379580289125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blooming summer pansy with a slender emerald green stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flower's petals display the specific color pattern of deep violet upper petals, a soft lavender lower petal, and a bright lemon-yellow smudge at the throat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flower's motion characterized by a gentle swaying of the stem and delicate trembling, curling, and unfurling of the petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a shallow depth of field showing soft green and golden flecks of bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there warm afternoon sunlight shining obliquely through leaves to cast a soft golden outline light on the petals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048636723309755325 + ], + "opposite_logprob_tokens": [ + -3.0486366748809814 + ], + "logprob_reward": -0.048636723309755325, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048636723309755325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3942643105983734, + 0.09730087965726852, + 0.06385760754346848, + 0.03976566717028618, + 0.026446355506777763, + 0.03552018851041794, + 0.020175805315375328, + 0.1597345769405365, + 0.09545920044183731, + 0.06747546046972275 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.048636723309755325 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_15/index_tensor([747, 747])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_15/index_tensor([747, 747])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..38b84ba70dd59bf0441602b963bc35bcbc806fed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_15/index_tensor([747, 747])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "camera, shot from a slightly bird's-eye view, slowly and steadily zooms in, capturing a rooftop loft studio on a rainy night. Outside the massive floor-to-ceiling windows, rain cascades across the glass, the distant city lights blurred into blurry spots of light, and occasional flashes of lightning briefly illuminate the room's outlines. Inside, countless anime and game figurines are densely packed on shelves lining the walls, forming a vibrant yet silent backdrop. On one diagonal corner of the room lies Cheng Xingye's programming desk, its dual monitors in sleep mode, leaving only a faint glow. A few empty coffee cups are scattered nearby. On the other side lies Xiaoman's easel. On the sofa, wrapped in a thick gray wool blanket, Cheng Xingye curls up in a deep sleep, his breathing steady, his face a look of relief after exhaustion. In front of the easel, Xiaoman, a girl wearing a loose beige sweater and her hair casually tied up with a paintbrush, stands on tiptoe, leaning slightly forward, her expression focused and gentle. She already has a finished painting on her canvas: a dark silhouette of a man working at a computer screen late at night, reflected against the cold glass. Now, carefully using a fine brush, she dips a smear of bright white paint from her palette and delicately adds a thin headphone cord to the silhouette's ear, allowing the other end to extend beyond the frame, perfectly recreating the iconic detail of the shared headphones in the film \"Whisper of the Heart.\" The entire space is bathed in the warm orange glow of a floor lamp near the easel, a stark contrast to the cool, stormy night outside, creating a tranquil, intimate, and loving atmosphere.", + "seed": 31703, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_15/index_747_seed_31703_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.049531520996242764, + "vlm_logprob": -0.049531520996242764, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.049531520996242764, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08342567831277847 + ], + "opposite_logprob_tokens": [ + -2.583425760269165 + ], + "logprob_reward": -0.08342567831277847, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08342567831277847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12800531089305878, + 0.03310868889093399, + 0.03745608031749725, + 0.0579579621553421, + 0.059632331132888794, + 0.417592853307724, + 0.10721344500780106, + 0.015719184651970863, + 0.01746067963540554, + 0.1258535385131836 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.08342567831277847 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797697886824608 + ], + "opposite_logprob_tokens": [ + -4.6347975730896 + ], + "logprob_reward": -0.009797697886824608, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797697886824608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46045905351638794, + 0.07941566407680511, + 0.13089708983898163, + 0.027138803154230118, + 0.0383906289935112, + 0.091315358877182, + 0.023586755618453026, + 0.038889553397893906, + 0.026164067909121513, + 0.08374299854040146 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.009797697886824608 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096450749784708 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096450749784708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096450749784708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2075640857219696, + 0.08718812465667725, + 0.0706309825181961, + 0.03366200625896454, + 0.04988992586731911, + 0.3372388184070587, + 0.053584109991788864, + 0.05806595832109451, + 0.03248194605112076, + 0.06969409435987473 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.004096450749784708 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270575076341629 + ], + "opposite_logprob_tokens": [ + -2.1270575523376465 + ], + "logprob_reward": -0.1270575076341629, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270575076341629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23066477477550507, + 0.038621269166469574, + 0.06253082305192947, + 0.03419998288154602, + 0.04721953719854355, + 0.355625182390213, + 0.07070070505142212, + 0.0434790663421154, + 0.07022083550691605, + 0.046737879514694214 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.1270575076341629 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280270397663116 + ], + "opposite_logprob_tokens": [ + -3.773280382156372 + ], + "logprob_reward": -0.023280270397663116, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280270397663116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11959844082593918, + 0.029312387108802795, + 0.022573992609977722, + 0.04706231877207756, + 0.020130550488829613, + 0.4960724115371704, + 0.06207814812660217, + 0.11343540251255035, + 0.03328866884112358, + 0.05644763261079788 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.023280270397663116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera, shot from a slightly bird's-eye view, slowly and steadily zooms in, capturing a rooftop loft studio on a rainy night. Outside the massive floor-to-ceiling windows, rain cascades across the glass, the distant city lights blurred into blurry spots of light, and occasional flashes of lightning briefly illuminate the room's outlines. Inside, countless anime and game figurines are densely packed on shelves lining the walls, forming a vibrant yet silent backdrop. On one diagonal corner of the room lies Cheng Xingye's programming desk, its dual monitors in sleep mode, leaving only a faint glow. A few empty coffee cups are scattered nearby. On the other side lies Xiaoman's easel. On the sofa, wrapped in a thick gray wool blanket, Cheng Xingye curls up in a deep sleep, his breathing steady, his face a look of relief after exhaustion. In front of the easel, Xiaoman, a girl wearing a loose beige sweater and her hair casually tied up with a paintbrush, stands on tiptoe, leaning slightly forward, her expression focused and gentle. She already has a finished painting on her canvas: a dark silhouette of a man working at a computer screen late at night, reflected against the cold glass. Now, carefully using a fine brush, she dips a smear of bright white paint from her palette and delicately adds a thin headphone cord to the silhouette's ear, allowing the other end to extend beyond the frame, perfectly recreating the iconic detail of the shared headphones in the film \"Whisper of the Heart.\" The entire space is bathed in the warm orange glow of a floor lamp near the easel, a stark contrast to the cool, stormy night outside, creating a tranquil, intimate, and loving atmosphere.", + "seed": 31704, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_15/index_747_seed_31704_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0564634189940989, + "vlm_logprob": -0.0564634189940989, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.0564634189940989, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06513373553752899 + ], + "opposite_logprob_tokens": [ + -2.815133810043335 + ], + "logprob_reward": -0.06513373553752899, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06513373553752899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2985359728336334, + 0.028814222663640976, + 0.02169721946120262, + 0.018338240683078766, + 0.07442197948694229, + 0.031024135649204254, + 0.06628886610269547, + 0.20640747249126434, + 0.14092402160167694, + 0.11354780197143555 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.06513373553752899 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089595966041088 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089595966041088, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089595966041088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35673007369041443, + 0.07558074593544006, + 0.0463409386575222, + 0.02101309970021248, + 0.06333474069833755, + 0.01968241296708584, + 0.030667796730995178, + 0.13243624567985535, + 0.20080077648162842, + 0.05341316759586334 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.011089595966041088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631433662027121 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631433662027121, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631433662027121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37970462441444397, + 0.04032870754599571, + 0.034162700176239014, + 0.028070274740457535, + 0.03416413441300392, + 0.053778231143951416, + 0.037291087210178375, + 0.05296791344881058, + 0.26187920570373535, + 0.07765316218137741 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.007631433662027121 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036881506443024 + ], + "opposite_logprob_tokens": [ + -1.910368800163269 + ], + "logprob_reward": -0.16036881506443024, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036881506443024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08348476141691208, + 0.031870875507593155, + 0.02163376845419407, + 0.0384477935731411, + 0.031816039234399796, + 0.03141242265701294, + 0.031676601618528366, + 0.37498098611831665, + 0.27704259753227234, + 0.07763409614562988 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.16036881506443024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809351474046707 + ], + "opposite_logprob_tokens": [ + -3.2880935668945312 + ], + "logprob_reward": -0.03809351474046707, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809351474046707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16563153266906738, + 0.05553392693400383, + 0.045355238020420074, + 0.025668203830718994, + 0.022155165672302246, + 0.03168521821498871, + 0.034312400966882706, + 0.29803887009620667, + 0.20477518439292908, + 0.11684425920248032 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.03809351474046707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera, shot from a slightly bird's-eye view, slowly and steadily zooms in, capturing a rooftop loft studio on a rainy night. Outside the massive floor-to-ceiling windows, rain cascades across the glass, the distant city lights blurred into blurry spots of light, and occasional flashes of lightning briefly illuminate the room's outlines. Inside, countless anime and game figurines are densely packed on shelves lining the walls, forming a vibrant yet silent backdrop. On one diagonal corner of the room lies Cheng Xingye's programming desk, its dual monitors in sleep mode, leaving only a faint glow. A few empty coffee cups are scattered nearby. On the other side lies Xiaoman's easel. On the sofa, wrapped in a thick gray wool blanket, Cheng Xingye curls up in a deep sleep, his breathing steady, his face a look of relief after exhaustion. In front of the easel, Xiaoman, a girl wearing a loose beige sweater and her hair casually tied up with a paintbrush, stands on tiptoe, leaning slightly forward, her expression focused and gentle. She already has a finished painting on her canvas: a dark silhouette of a man working at a computer screen late at night, reflected against the cold glass. Now, carefully using a fine brush, she dips a smear of bright white paint from her palette and delicately adds a thin headphone cord to the silhouette's ear, allowing the other end to extend beyond the frame, perfectly recreating the iconic detail of the shared headphones in the film \"Whisper of the Heart.\" The entire space is bathed in the warm orange glow of a floor lamp near the easel, a stark contrast to the cool, stormy night outside, creating a tranquil, intimate, and loving atmosphere.", + "seed": 31705, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_15/index_747_seed_31705_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03249533707275987, + "vlm_logprob": -0.03249533707275987, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.03249533707275987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020148957148194313 + ], + "opposite_logprob_tokens": [ + -4.145148754119873 + ], + "logprob_reward": -0.020148957148194313, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.020148957148194313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2258833944797516, + 0.11084290593862534, + 0.04706326872110367, + 0.034442462027072906, + 0.07496881484985352, + 0.057629894465208054, + 0.06598997116088867, + 0.1968277543783188, + 0.12416449934244156, + 0.062187083065509796 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.020148957148194313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093840934336185 + ], + "opposite_logprob_tokens": [ + -4.511093616485596 + ], + "logprob_reward": -0.011093840934336185, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093840934336185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3698638677597046, + 0.15365929901599884, + 0.028893278911709785, + 0.03960138186812401, + 0.07674768567085266, + 0.04098023474216461, + 0.02336331270635128, + 0.04204860329627991, + 0.12968164682388306, + 0.09516067057847977 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.011093840934336185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409490754827857 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.00409490754827857, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409490754827857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23658417165279388, + 0.12613625824451447, + 0.0789150595664978, + 0.029989225789904594, + 0.23577813804149628, + 0.037849850952625275, + 0.02389284037053585, + 0.07717694342136383, + 0.07116876542568207, + 0.08250881731510162 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.00409490754827857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904535323381424 + ], + "opposite_logprob_tokens": [ + -2.464045286178589 + ], + "logprob_reward": -0.08904535323381424, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904535323381424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17139850556850433, + 0.06114733964204788, + 0.05257721617817879, + 0.055313173681497574, + 0.07116169482469559, + 0.08677336573600769, + 0.04549045488238335, + 0.09564778953790665, + 0.10794927924871445, + 0.2525411546230316 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.08904535323381424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038093626499176025 + ], + "opposite_logprob_tokens": [ + -3.2880935668945312 + ], + "logprob_reward": -0.038093626499176025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038093626499176025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3309260308742523, + 0.06493806838989258, + 0.05725779011845589, + 0.09439710527658463, + 0.03977900743484497, + 0.07487267255783081, + 0.0323428250849247, + 0.06933894753456116, + 0.1185888797044754, + 0.11755868047475815 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.038093626499176025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera, shot from a slightly bird's-eye view, slowly and steadily zooms in, capturing a rooftop loft studio on a rainy night. Outside the massive floor-to-ceiling windows, rain cascades across the glass, the distant city lights blurred into blurry spots of light, and occasional flashes of lightning briefly illuminate the room's outlines. Inside, countless anime and game figurines are densely packed on shelves lining the walls, forming a vibrant yet silent backdrop. On one diagonal corner of the room lies Cheng Xingye's programming desk, its dual monitors in sleep mode, leaving only a faint glow. A few empty coffee cups are scattered nearby. On the other side lies Xiaoman's easel. On the sofa, wrapped in a thick gray wool blanket, Cheng Xingye curls up in a deep sleep, his breathing steady, his face a look of relief after exhaustion. In front of the easel, Xiaoman, a girl wearing a loose beige sweater and her hair casually tied up with a paintbrush, stands on tiptoe, leaning slightly forward, her expression focused and gentle. She already has a finished painting on her canvas: a dark silhouette of a man working at a computer screen late at night, reflected against the cold glass. Now, carefully using a fine brush, she dips a smear of bright white paint from her palette and delicately adds a thin headphone cord to the silhouette's ear, allowing the other end to extend beyond the frame, perfectly recreating the iconic detail of the shared headphones in the film \"Whisper of the Heart.\" The entire space is bathed in the warm orange glow of a floor lamp near the easel, a stark contrast to the cool, stormy night outside, creating a tranquil, intimate, and loving atmosphere.", + "seed": 31706, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_15/index_747_seed_31706_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06368696801364422, + "vlm_logprob": -0.06368696801364422, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.06368696801364422, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10370985418558121 + ], + "opposite_logprob_tokens": [ + -2.3537099361419678 + ], + "logprob_reward": -0.10370985418558121, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10370985418558121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2411317378282547, + 0.08081401884555817, + 0.04333452880382538, + 0.051378775388002396, + 0.13262414932250977, + 0.05745324492454529, + 0.19584031403064728, + 0.07836826145648956, + 0.0782974436879158, + 0.04075746238231659 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.10370985418558121 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206587329506874 + ], + "opposite_logprob_tokens": [ + -2.812065839767456 + ], + "logprob_reward": -0.06206587329506874, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206587329506874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2107531577348709, + 0.1001020222902298, + 0.07048589736223221, + 0.03614126890897751, + 0.033508144319057465, + 0.09735660254955292, + 0.1934637576341629, + 0.055827461183071136, + 0.05348255857825279, + 0.14887909591197968 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.06206587329506874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644422516226768 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644422516226768, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644422516226768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15791107714176178, + 0.0616101510822773, + 0.04028983414173126, + 0.13348349928855896, + 0.0896567553281784, + 0.07269434630870819, + 0.2269306480884552, + 0.11581404507160187, + 0.02929052896797657, + 0.07231912016868591 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.008644422516226768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906377851963043 + ], + "opposite_logprob_tokens": [ + -2.464063882827759 + ], + "logprob_reward": -0.08906377851963043, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906377851963043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3042268753051758, + 0.05083387345075607, + 0.058012448251247406, + 0.08509660512208939, + 0.07497846335172653, + 0.07574307173490524, + 0.042998138815164566, + 0.11483035236597061, + 0.05297967046499252, + 0.14030052721500397 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.08906377851963043 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a slightly bird's-eye view and slowly zooming in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rooftop loft studio on a rainy night with floor-to-ceiling windows showing blurred city lights and lightning flashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless anime and game figurines densely packed on shelves lining the walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a girl named Xiaoman wearing a loose beige sweater and standing on tiptoe to paint a headphone cord onto a canvas silhouette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a man named Cheng Xingye wrapped in a thick gray wool blanket, sleeping on a sofa with dual monitors in sleep mode nearby?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054950911551713943 + ], + "opposite_logprob_tokens": [ + -2.9299509525299072 + ], + "logprob_reward": -0.054950911551713943, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054950911551713943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2105947583913803, + 0.08406922221183777, + 0.05187305435538292, + 0.11377905309200287, + 0.07966820150613785, + 0.044955380260944366, + 0.07812328636646271, + 0.08692290633916855, + 0.196580708026886, + 0.05343342199921608 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.054950911551713943 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_2/index_tensor([7780, 7780])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_2/index_tensor([7780, 7780])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..abe2a5eb66baa87c8be56813c3f8d68d673c6890 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_2/index_tensor([7780, 7780])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, deliberate 360-degree orbital panorama unfolds from a low-angle close-up, centered around a large sea snail resting on a dark, sandy seafloor. The abyssal environment is defined by a dramatic black-and-white contrast. A focused beam of cool artificial light pierces the oppressive darkness, casting deep, velvety shadows and sculpting soft, ethereal highlights across the scene. The seafloor is a bed of fine, black volcanic sand, its surface stirred into gentle ripples by a faint, unseen current. Sediment particles hang suspended in the water like dust in sunlight. At the center of this focused world is the snail, its massive, conical shell a marvel of natural artistry, patterned with intricate stripes and spots in rich tan, soft gray, and creamy white tones. As the creature awakens, action begins; its operculum, the cuticle that seals the shell's pores, retracts with almost imperceptible slowness. From within, the snail's fleshy, milky-white body begins to unfold in a mesmerizing, undulating sequence. Damp, pale flesh cautiously surfaces, extending two long, sensitive tentacles to probe the surrounding darkness. Then, steadily and deliberately, the broad, muscular foot expands, its rippled surface making first contact with the sandy substrate, creating an atmosphere both mysterious and profoundly intriguing, capturing a rare, silent moment of life unfolding in the solitude of the deep ocean.", + "seed": 33200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_2/index_7780_seed_33200_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09119986566365697, + "vlm_logprob": -0.09119986566365697, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.09119986566365697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.431362122297287 + ], + "opposite_logprob_tokens": [ + -1.0563621520996094 + ], + "logprob_reward": -0.431362122297287, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.431362122297287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11095138639211655, + 0.052352070808410645, + 0.06607159227132797, + 0.046003904193639755, + 0.049542058259248734, + 0.08111168444156647, + 0.43714791536331177, + 0.08451865613460541, + 0.049736879765987396, + 0.022563807666301727 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.431362122297287 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194211646914482 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.018194211646914482, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194211646914482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15947023034095764, + 0.1293298602104187, + 0.14646677672863007, + 0.029135288670659065, + 0.09048058092594147, + 0.08002544939517975, + 0.14910349249839783, + 0.059829432517290115, + 0.10782042145729065, + 0.04833849519491196 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.018194211646914482 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00034314466756768525 + ], + "opposite_logprob_tokens": [ + -8.000343322753906 + ], + "logprob_reward": -0.00034314466756768525, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.00034314466756768525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1114756390452385, + 0.03041810914874077, + 0.0830085352063179, + 0.05253913253545761, + 0.02724548429250717, + 0.2083645910024643, + 0.34157443046569824, + 0.07325450330972672, + 0.031230241060256958, + 0.040889330208301544 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.00034314466756768525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248968368396163 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.00248968368396163, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248968368396163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15711350739002228, + 0.04177737981081009, + 0.06691097468137741, + 0.03877967968583107, + 0.03735850751399994, + 0.09527274966239929, + 0.3948526978492737, + 0.07820194959640503, + 0.050214167684316635, + 0.039518386125564575 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.00248968368396163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361016602255404 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.00361016602255404, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361016602255404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11284379661083221, + 0.08488263934850693, + 0.05644676834344864, + 0.04695962741971016, + 0.043440576642751694, + 0.13251839578151703, + 0.35474729537963867, + 0.08171703666448593, + 0.05555262789130211, + 0.030891261994838715 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.00361016602255404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate 360-degree orbital panorama unfolds from a low-angle close-up, centered around a large sea snail resting on a dark, sandy seafloor. The abyssal environment is defined by a dramatic black-and-white contrast. A focused beam of cool artificial light pierces the oppressive darkness, casting deep, velvety shadows and sculpting soft, ethereal highlights across the scene. The seafloor is a bed of fine, black volcanic sand, its surface stirred into gentle ripples by a faint, unseen current. Sediment particles hang suspended in the water like dust in sunlight. At the center of this focused world is the snail, its massive, conical shell a marvel of natural artistry, patterned with intricate stripes and spots in rich tan, soft gray, and creamy white tones. As the creature awakens, action begins; its operculum, the cuticle that seals the shell's pores, retracts with almost imperceptible slowness. From within, the snail's fleshy, milky-white body begins to unfold in a mesmerizing, undulating sequence. Damp, pale flesh cautiously surfaces, extending two long, sensitive tentacles to probe the surrounding darkness. Then, steadily and deliberately, the broad, muscular foot expands, its rippled surface making first contact with the sandy substrate, creating an atmosphere both mysterious and profoundly intriguing, capturing a rare, silent moment of life unfolding in the solitude of the deep ocean.", + "seed": 33201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_2/index_7780_seed_33201_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04447524870920461, + "vlm_logprob": -0.04447524870920461, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.04447524870920461, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20690873265266418 + ], + "opposite_logprob_tokens": [ + -1.7069087028503418 + ], + "logprob_reward": -0.20690873265266418, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20690873265266418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07652045041322708, + 0.05647624656558037, + 0.21498015522956848, + 0.0885973796248436, + 0.0654928907752037, + 0.06298702210187912, + 0.09048842638731003, + 0.031191838905215263, + 0.10901395976543427, + 0.20425161719322205 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.20690873265266418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087828315794468 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011087828315794468, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087828315794468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0941161960363388, + 0.424360990524292, + 0.04188802093267441, + 0.0907885953783989, + 0.04978746548295021, + 0.014593428000807762, + 0.016580116003751755, + 0.07471263408660889, + 0.03120187669992447, + 0.16197070479393005 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.011087828315794468 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00013136000779923052 + ], + "opposite_logprob_tokens": [ + -9.000131607055664 + ], + "logprob_reward": -0.00013136000779923052, + "yes_no_margin_reward": 9.0, + "token_credit_reward": -0.00013136000779923052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11190860718488693, + 0.12288912385702133, + 0.1692127287387848, + 0.059065788984298706, + 0.11750850826501846, + 0.040331605821847916, + 0.059791918843984604, + 0.04566167667508125, + 0.07788670063018799, + 0.1957433521747589 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.00013136000779923052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000636255950666964 + ], + "opposite_logprob_tokens": [ + -7.375636100769043 + ], + "logprob_reward": -0.000636255950666964, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.000636255950666964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06521956622600555, + 0.05831030756235123, + 0.07265930622816086, + 0.08060905337333679, + 0.12019859254360199, + 0.0477498322725296, + 0.08748567849397659, + 0.05398156866431236, + 0.055895186960697174, + 0.3578909635543823 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.000636255950666964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036120666190981865 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.0036120666190981865, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036120666190981865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07468912750482559, + 0.06849244236946106, + 0.21954120695590973, + 0.07302052527666092, + 0.035644855350255966, + 0.054142389446496964, + 0.05006124824285507, + 0.06249309331178665, + 0.1767812967300415, + 0.18513377010822296 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.0036120666190981865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate 360-degree orbital panorama unfolds from a low-angle close-up, centered around a large sea snail resting on a dark, sandy seafloor. The abyssal environment is defined by a dramatic black-and-white contrast. A focused beam of cool artificial light pierces the oppressive darkness, casting deep, velvety shadows and sculpting soft, ethereal highlights across the scene. The seafloor is a bed of fine, black volcanic sand, its surface stirred into gentle ripples by a faint, unseen current. Sediment particles hang suspended in the water like dust in sunlight. At the center of this focused world is the snail, its massive, conical shell a marvel of natural artistry, patterned with intricate stripes and spots in rich tan, soft gray, and creamy white tones. As the creature awakens, action begins; its operculum, the cuticle that seals the shell's pores, retracts with almost imperceptible slowness. From within, the snail's fleshy, milky-white body begins to unfold in a mesmerizing, undulating sequence. Damp, pale flesh cautiously surfaces, extending two long, sensitive tentacles to probe the surrounding darkness. Then, steadily and deliberately, the broad, muscular foot expands, its rippled surface making first contact with the sandy substrate, creating an atmosphere both mysterious and profoundly intriguing, capturing a rare, silent moment of life unfolding in the solitude of the deep ocean.", + "seed": 33202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_2/index_7780_seed_33202_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04626811511698179, + "vlm_logprob": -0.04626811511698179, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.04626811511698179, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20483843982219696 + ], + "opposite_logprob_tokens": [ + -1.7048383951187134 + ], + "logprob_reward": -0.20483843982219696, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20483843982219696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3533361554145813, + 0.038027822971343994, + 0.029444506391882896, + 0.045542966574430466, + 0.08747606724500656, + 0.020098090171813965, + 0.20410796999931335, + 0.04734991118311882, + 0.11884280294179916, + 0.05577370896935463 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.20483843982219696 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059129998087883 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059129998087883, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059129998087883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26993104815483093, + 0.036702971905469894, + 0.02004111558198929, + 0.023956984281539917, + 0.07085750997066498, + 0.07395109534263611, + 0.2960893511772156, + 0.06843916326761246, + 0.09285103529691696, + 0.047179728746414185 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.02059129998087883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003045333724003285 + ], + "opposite_logprob_tokens": [ + -8.125304222106934 + ], + "logprob_reward": -0.0003045333724003285, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.0003045333724003285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29783037304878235, + 0.08178052306175232, + 0.053745537996292114, + 0.037663836032152176, + 0.0576474703848362, + 0.053398072719573975, + 0.11878383904695511, + 0.10446177423000336, + 0.10669348388910294, + 0.08799510449171066 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0003045333724003285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001515431678853929 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.001515431678853929, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001515431678853929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25876012444496155, + 0.023637674748897552, + 0.014805491082370281, + 0.02287285588681698, + 0.03612254187464714, + 0.023747451603412628, + 0.4225701689720154, + 0.05396381765604019, + 0.023825328797101974, + 0.1196945533156395 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.001515431678853929 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090870730578899 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090870730578899, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090870730578899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25329500436782837, + 0.049086280167102814, + 0.033304065465927124, + 0.024436894804239273, + 0.07664493471384048, + 0.06713055074214935, + 0.19789285957813263, + 0.05971004068851471, + 0.18474678695201874, + 0.053752534091472626 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.004090870730578899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate 360-degree orbital panorama unfolds from a low-angle close-up, centered around a large sea snail resting on a dark, sandy seafloor. The abyssal environment is defined by a dramatic black-and-white contrast. A focused beam of cool artificial light pierces the oppressive darkness, casting deep, velvety shadows and sculpting soft, ethereal highlights across the scene. The seafloor is a bed of fine, black volcanic sand, its surface stirred into gentle ripples by a faint, unseen current. Sediment particles hang suspended in the water like dust in sunlight. At the center of this focused world is the snail, its massive, conical shell a marvel of natural artistry, patterned with intricate stripes and spots in rich tan, soft gray, and creamy white tones. As the creature awakens, action begins; its operculum, the cuticle that seals the shell's pores, retracts with almost imperceptible slowness. From within, the snail's fleshy, milky-white body begins to unfold in a mesmerizing, undulating sequence. Damp, pale flesh cautiously surfaces, extending two long, sensitive tentacles to probe the surrounding darkness. Then, steadily and deliberately, the broad, muscular foot expands, its rippled surface making first contact with the sandy substrate, creating an atmosphere both mysterious and profoundly intriguing, capturing a rare, silent moment of life unfolding in the solitude of the deep ocean.", + "seed": 33203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_2/index_7780_seed_33203_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023454735561972483, + "vlm_logprob": -0.023454735561972483, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.023454735561972483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10474807769060135 + ], + "opposite_logprob_tokens": [ + -2.354748010635376 + ], + "logprob_reward": -0.10474807769060135, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10474807769060135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08519816398620605, + 0.3969513177871704, + 0.05177290737628937, + 0.12465941160917282, + 0.11799318343400955, + 0.066302090883255, + 0.020113490521907806, + 0.0617024227976799, + 0.04426497220993042, + 0.031042106449604034 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.10474807769060135 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636165712028742 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636165712028742, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636165712028742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08795798569917679, + 0.64586341381073, + 0.024323057383298874, + 0.03760579600930214, + 0.03637968748807907, + 0.02435375563800335, + 0.014820210635662079, + 0.07771658152341843, + 0.02495620772242546, + 0.026023276150226593 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.007636165712028742 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00018702188390307128 + ], + "opposite_logprob_tokens": [ + -8.625186920166016 + ], + "logprob_reward": -0.00018702188390307128, + "yes_no_margin_reward": 8.625, + "token_credit_reward": -0.00018702188390307128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07894089072942734, + 0.14845749735832214, + 0.04469216614961624, + 0.12480108439922333, + 0.20561091601848602, + 0.045499805361032486, + 0.08561603724956512, + 0.16921257972717285, + 0.055466149002313614, + 0.04170284420251846 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.00018702188390307128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015138844028115273 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015138844028115273, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015138844028115273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10598064959049225, + 0.29755401611328125, + 0.059837523847818375, + 0.08072011917829514, + 0.05735345184803009, + 0.049491915851831436, + 0.0319317951798439, + 0.233571395277977, + 0.04641573131084442, + 0.03714337572455406 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0015138844028115273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate 360-degree orbital panorama around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dark, sandy seafloor environment with fine black volcanic sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large sea snail with a conical shell patterned in tan, gray, and creamy white tones visible at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail's fleshy, milky-white body unfold while extending two long tentacles and expanding its muscular foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused beam of cool artificial light casting deep shadows and ethereal highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031885281205177307 + ], + "opposite_logprob_tokens": [ + -5.753188610076904 + ], + "logprob_reward": -0.0031885281205177307, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031885281205177307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1662200391292572, + 0.16725890338420868, + 0.021121304482221603, + 0.15510235726833344, + 0.05271323770284653, + 0.02175883576273918, + 0.041895173490047455, + 0.21798482537269592, + 0.061890896409749985, + 0.09405441582202911 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0031885281205177307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_5/index_tensor([666, 666])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_5/index_tensor([666, 666])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c70669c23348ee37057531a0b45b238df14160ca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_5/index_tensor([666, 666])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium-long shot, shot from a slightly upward angle, captures a moment of fantastical grandeur with an extreme slow-motion particle effect. The camera slowly pulls back, revealing the immense scale of the entire image. In the foreground, a woman dances gracefully in a magnificent crimson silk kimono, delicately embroidered with gold thread, featuring outstretched cranes and blooming chrysanthemums. A wide black brocade obi is tied in an intricate knot at the back. Her hair is styled in an exquisite traditional bun, adorned with several shimmering jade hairpins. Her face is serene and focused, as if she were performing a sacred ritual. Against her backdrop, a towering wave, frozen in the moment just before the shot, evokes the ukiyo-e paintings of Hokusai. However, this wave is composed not of water but of billions of dazzling crystals suspended in the air, each one like a meticulously cut diamond, refracting and scattering the cold, luminous light emanating from within. As the woman danced gracefully and calmly, her wide sleeves drew soft red arcs in the air. The air around her was filled with countless shimmering light dust and ice crystal particles. These particles slowly floated in the colorful light and shadow cast by the huge crystal waves, creating a surreal atmosphere that was otherworldly, quiet, and full of tremendous power.", + "seed": 11652, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_5/index_666_seed_11652_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02303441339172423, + "vlm_logprob": -0.02303441339172423, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.02303441339172423, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004484833683818579 + ], + "opposite_logprob_tokens": [ + -5.5044846534729 + ], + "logprob_reward": -0.004484833683818579, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004484833683818579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17990727722644806, + 0.12799072265625, + 0.12026528269052505, + 0.04842142015695572, + 0.0761624276638031, + 0.06412342190742493, + 0.04235607385635376, + 0.10753244906663895, + 0.1485343873500824, + 0.08470654487609863 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.004484833683818579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372322767972946 + ], + "opposite_logprob_tokens": [ + -3.4087231159210205 + ], + "logprob_reward": -0.03372322767972946, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372322767972946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1373843550682068, + 0.08340562134981155, + 0.07982230931520462, + 0.0685655027627945, + 0.05283791571855545, + 0.11843573302030563, + 0.053706392645835876, + 0.2802622318267822, + 0.055463023483753204, + 0.07011695951223373 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03372322767972946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252846051007509 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252846051007509, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252846051007509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25529342889785767, + 0.17311376333236694, + 0.07523233443498611, + 0.06678130477666855, + 0.03315899893641472, + 0.05412885174155235, + 0.1170993447303772, + 0.0508243553340435, + 0.09364426881074905, + 0.080723337829113 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.005252846051007509 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999792158603668 + ], + "opposite_logprob_tokens": [ + -2.694998025894165 + ], + "logprob_reward": -0.06999792158603668, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999792158603668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19015440344810486, + 0.1411179155111313, + 0.25398483872413635, + 0.088314950466156, + 0.06456968933343887, + 0.058157119899988174, + 0.04934167116880417, + 0.04865933209657669, + 0.04327176511287689, + 0.062428344041109085 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.06999792158603668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017132379580289125 + ], + "opposite_logprob_tokens": [ + -6.376713275909424 + ], + "logprob_reward": -0.0017132379580289125, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017132379580289125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28921833634376526, + 0.06921958178281784, + 0.10369206219911575, + 0.09292314946651459, + 0.058404985815286636, + 0.08128643035888672, + 0.06133133918046951, + 0.024593455716967583, + 0.10233116149902344, + 0.11699952930212021 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0017132379580289125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, captures a moment of fantastical grandeur with an extreme slow-motion particle effect. The camera slowly pulls back, revealing the immense scale of the entire image. In the foreground, a woman dances gracefully in a magnificent crimson silk kimono, delicately embroidered with gold thread, featuring outstretched cranes and blooming chrysanthemums. A wide black brocade obi is tied in an intricate knot at the back. Her hair is styled in an exquisite traditional bun, adorned with several shimmering jade hairpins. Her face is serene and focused, as if she were performing a sacred ritual. Against her backdrop, a towering wave, frozen in the moment just before the shot, evokes the ukiyo-e paintings of Hokusai. However, this wave is composed not of water but of billions of dazzling crystals suspended in the air, each one like a meticulously cut diamond, refracting and scattering the cold, luminous light emanating from within. As the woman danced gracefully and calmly, her wide sleeves drew soft red arcs in the air. The air around her was filled with countless shimmering light dust and ice crystal particles. These particles slowly floated in the colorful light and shadow cast by the huge crystal waves, creating a surreal atmosphere that was otherworldly, quiet, and full of tremendous power.", + "seed": 11653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_5/index_666_seed_11653_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0247327332617715, + "vlm_logprob": -0.0247327332617715, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.0247327332617715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00844112690538168 + ], + "opposite_logprob_tokens": [ + -4.883440971374512 + ], + "logprob_reward": -0.00844112690538168, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00844112690538168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1347021758556366, + 0.05723598226904869, + 0.06314526498317719, + 0.08010067790746689, + 0.10364539176225662, + 0.0792488232254982, + 0.02786688692867756, + 0.058721452951431274, + 0.3635694086551666, + 0.03176390752196312 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.00844112690538168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029831066727638245 + ], + "opposite_logprob_tokens": [ + -3.5298311710357666 + ], + "logprob_reward": -0.029831066727638245, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029831066727638245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10938756912946701, + 0.05974150076508522, + 0.19698062539100647, + 0.15000036358833313, + 0.1383471041917801, + 0.05600212886929512, + 0.03804584965109825, + 0.05483964458107948, + 0.07441336661577225, + 0.12224186956882477 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.029831066727638245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254624877125025 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254624877125025, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254624877125025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28753364086151123, + 0.10476325452327728, + 0.1821766346693039, + 0.11003628373146057, + 0.04492861405014992, + 0.04044153913855553, + 0.03829330950975418, + 0.03567134216427803, + 0.09666687250137329, + 0.059488482773303986 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.005254624877125025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895760983228683 + ], + "opposite_logprob_tokens": [ + -2.5789575576782227 + ], + "logprob_reward": -0.07895760983228683, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895760983228683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19602534174919128, + 0.06355686485767365, + 0.071806900203228, + 0.0636516585946083, + 0.13045446574687958, + 0.06390753388404846, + 0.08689618855714798, + 0.13839639723300934, + 0.13079753518104553, + 0.05450716242194176 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.07895760983228683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011792379664257169 + ], + "opposite_logprob_tokens": [ + -6.751179218292236 + ], + "logprob_reward": -0.0011792379664257169, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011792379664257169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2875669598579407, + 0.08376649022102356, + 0.09313711524009705, + 0.09134313464164734, + 0.04867302253842354, + 0.04303351789712906, + 0.08830934017896652, + 0.09297162294387817, + 0.10255992412567139, + 0.0686388909816742 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0011792379664257169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, captures a moment of fantastical grandeur with an extreme slow-motion particle effect. The camera slowly pulls back, revealing the immense scale of the entire image. In the foreground, a woman dances gracefully in a magnificent crimson silk kimono, delicately embroidered with gold thread, featuring outstretched cranes and blooming chrysanthemums. A wide black brocade obi is tied in an intricate knot at the back. Her hair is styled in an exquisite traditional bun, adorned with several shimmering jade hairpins. Her face is serene and focused, as if she were performing a sacred ritual. Against her backdrop, a towering wave, frozen in the moment just before the shot, evokes the ukiyo-e paintings of Hokusai. However, this wave is composed not of water but of billions of dazzling crystals suspended in the air, each one like a meticulously cut diamond, refracting and scattering the cold, luminous light emanating from within. As the woman danced gracefully and calmly, her wide sleeves drew soft red arcs in the air. The air around her was filled with countless shimmering light dust and ice crystal particles. These particles slowly floated in the colorful light and shadow cast by the huge crystal waves, creating a surreal atmosphere that was otherworldly, quiet, and full of tremendous power.", + "seed": 11654, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_5/index_666_seed_11654_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.032010336057282984, + "vlm_logprob": -0.032010336057282984, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.032010336057282984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007785334251821041 + ], + "opposite_logprob_tokens": [ + -5.007785320281982 + ], + "logprob_reward": -0.007785334251821041, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007785334251821041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11974947154521942, + 0.08772820234298706, + 0.04752599820494652, + 0.1090461015701294, + 0.0867992416024208, + 0.08802387863397598, + 0.11196323484182358, + 0.11069927364587784, + 0.06414663046598434, + 0.17431794106960297 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.007785334251821041 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499469116330147 + ], + "opposite_logprob_tokens": [ + -2.929994583129883 + ], + "logprob_reward": -0.05499469116330147, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499469116330147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12296808511018753, + 0.0864434540271759, + 0.1806889921426773, + 0.03833196684718132, + 0.08024779707193375, + 0.041245803236961365, + 0.06073233112692833, + 0.23288926482200623, + 0.014161556959152222, + 0.14229075610637665 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.05499469116330147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067370180040597916 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.0067370180040597916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067370180040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06712208688259125, + 0.023886797949671745, + 0.034526050090789795, + 0.016775278374552727, + 0.060037530958652496, + 0.2681720554828644, + 0.025881871581077576, + 0.027962956577539444, + 0.022769445553421974, + 0.45286595821380615 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0067370180040597916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890214666724205 + ], + "opposite_logprob_tokens": [ + -2.4640214443206787 + ], + "logprob_reward": -0.0890214666724205, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890214666724205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08713404089212418, + 0.040933698415756226, + 0.22034971415996552, + 0.06100209057331085, + 0.03601471707224846, + 0.08770842850208282, + 0.16629941761493683, + 0.06142610311508179, + 0.05329817906022072, + 0.1858336329460144 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.0890214666724205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001513170194812119 + ], + "opposite_logprob_tokens": [ + -6.5015130043029785 + ], + "logprob_reward": -0.001513170194812119, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001513170194812119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09128395467996597, + 0.06341436505317688, + 0.0657716915011406, + 0.03281079977750778, + 0.1256886124610901, + 0.13579407334327698, + 0.10081932693719864, + 0.128104567527771, + 0.03371995687484741, + 0.22259263694286346 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.001513170194812119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, captures a moment of fantastical grandeur with an extreme slow-motion particle effect. The camera slowly pulls back, revealing the immense scale of the entire image. In the foreground, a woman dances gracefully in a magnificent crimson silk kimono, delicately embroidered with gold thread, featuring outstretched cranes and blooming chrysanthemums. A wide black brocade obi is tied in an intricate knot at the back. Her hair is styled in an exquisite traditional bun, adorned with several shimmering jade hairpins. Her face is serene and focused, as if she were performing a sacred ritual. Against her backdrop, a towering wave, frozen in the moment just before the shot, evokes the ukiyo-e paintings of Hokusai. However, this wave is composed not of water but of billions of dazzling crystals suspended in the air, each one like a meticulously cut diamond, refracting and scattering the cold, luminous light emanating from within. As the woman danced gracefully and calmly, her wide sleeves drew soft red arcs in the air. The air around her was filled with countless shimmering light dust and ice crystal particles. These particles slowly floated in the colorful light and shadow cast by the huge crystal waves, creating a surreal atmosphere that was otherworldly, quiet, and full of tremendous power.", + "seed": 11655, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_5/index_666_seed_11655_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03260425035841763, + "vlm_logprob": -0.03260425035841763, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03260425035841763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05597279220819473 + ], + "opposite_logprob_tokens": [ + -2.9309728145599365 + ], + "logprob_reward": -0.05597279220819473, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05597279220819473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1083681732416153, + 0.2279101312160492, + 0.06641634553670883, + 0.0896124541759491, + 0.1665361523628235, + 0.1740933656692505, + 0.04842795431613922, + 0.02602742612361908, + 0.027153166010975838, + 0.06545484066009521 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.05597279220819473 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211192160844803 + ], + "opposite_logprob_tokens": [ + -2.8121118545532227 + ], + "logprob_reward": -0.06211192160844803, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211192160844803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11042293161153793, + 0.14292077720165253, + 0.18859359622001648, + 0.1872544139623642, + 0.11520819365978241, + 0.08780558407306671, + 0.040003880858421326, + 0.04971103370189667, + 0.024015164002776146, + 0.054064445197582245 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.06211192160844803 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3272002935409546, + 0.16195981204509735, + 0.05404165759682655, + 0.06954897195100784, + 0.05435863509774208, + 0.08176549524068832, + 0.036696240305900574, + 0.07095876336097717, + 0.0785473957657814, + 0.0649227499961853 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369314596056938 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369314596056938, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369314596056938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13826030492782593, + 0.17882253229618073, + 0.12671403586864471, + 0.03154010698199272, + 0.14637883007526398, + 0.053563348948955536, + 0.05326364189386368, + 0.055667776614427567, + 0.06648764759302139, + 0.1493017077445984 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.03369314596056938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a woman in a crimson silk kimono?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a wide black brocade obi tied in an intricate knot at the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a towering wave composed of billions of dazzling crystals instead of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pull back to reveal the immense scale of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there countless shimmering light dust and ice crystal particles floating in the air around the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2690035402774811, + 0.18876157701015472, + 0.06589984893798828, + 0.08538229018449783, + 0.09257516264915466, + 0.05880804732441902, + 0.03208565339446068, + 0.07910460978746414, + 0.06293704360723495, + 0.06544224917888641 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0036145609337836504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_6/index_tensor([3623, 3623])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_6/index_tensor([3623, 3623])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..33fad4cfa8f784aa3fba6d548b3993982a465411 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_6/index_tensor([3623, 3623])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot captures the minute details of a gnarled, dark brown branch, its rough bark richly textured with age, against a backdrop of hazy morning mist and distant foliage. The entire scene is bathed in the warm, soft light of the early morning sun. In a mesmerizing time-lapse sequence, dormant, tightly sealed buds on the branch begin to slowly expand, their outer shells cracking and gracefully peeling away. From these openings, delicate, wrinkled leaves reveal a vibrant, translucent spring green and meticulously unfold. As these new leaves unfold, the camera remains steady, smoothing their surfaces and opening fully to capture the golden backlight, which gives them an ethereal, cool glow. The atmosphere is one of profound tranquility and hopeful renewal, capturing both the stillness and the relentless awakening of life in exquisite detail.", + "seed": 29556, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_6/index_3623_seed_29556_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.006374052632600069, + "vlm_logprob": -0.006374052632600069, + "vlm_yes_no_margin": 5.625, + "vlm_token_credit": -0.006374052632600069, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023473347537219524 + ], + "opposite_logprob_tokens": [ + -6.377347469329834 + ], + "logprob_reward": -0.0023473347537219524, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0023473347537219524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12288546562194824, + 0.11483915895223618, + 0.05940273404121399, + 0.08225199580192566, + 0.03874257951974869, + 0.09390481561422348, + 0.19077566266059875, + 0.14001847803592682, + 0.060648027807474136, + 0.09653104096651077 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0023473347537219524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017316836165264249 + ], + "opposite_logprob_tokens": [ + -6.376731872558594 + ], + "logprob_reward": -0.0017316836165264249, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017316836165264249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06986967474222183, + 0.03807467967271805, + 0.04682477191090584, + 0.04398473724722862, + 0.030466504395008087, + 0.22030678391456604, + 0.13216005265712738, + 0.05546296015381813, + 0.24141289293766022, + 0.1214369684457779 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.0017316836165264249 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019451522966846824 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019451522966846824, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019451522966846824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19481034576892853, + 0.05432864651083946, + 0.056082237511873245, + 0.0875747948884964, + 0.056277938187122345, + 0.15081201493740082, + 0.07565028220415115, + 0.10636185109615326, + 0.05547225475311279, + 0.162629634141922 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0019451522966846824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595736801624298 + ], + "opposite_logprob_tokens": [ + -3.8955957889556885 + ], + "logprob_reward": -0.020595736801624298, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595736801624298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22365152835845947, + 0.14897461235523224, + 0.10450071841478348, + 0.06668481975793839, + 0.040374770760536194, + 0.1632278561592102, + 0.07235222309827805, + 0.07929817587137222, + 0.03982728719711304, + 0.06110803782939911 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.020595736801624298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052503556944429874 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.0052503556944429874, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052503556944429874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2623896598815918, + 0.11255862563848495, + 0.11092904210090637, + 0.08544888347387314, + 0.028421448543667793, + 0.08773571997880936, + 0.07146301120519638, + 0.06851764023303986, + 0.060531023889780045, + 0.11200498789548874 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0052503556944429874 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures the minute details of a gnarled, dark brown branch, its rough bark richly textured with age, against a backdrop of hazy morning mist and distant foliage. The entire scene is bathed in the warm, soft light of the early morning sun. In a mesmerizing time-lapse sequence, dormant, tightly sealed buds on the branch begin to slowly expand, their outer shells cracking and gracefully peeling away. From these openings, delicate, wrinkled leaves reveal a vibrant, translucent spring green and meticulously unfold. As these new leaves unfold, the camera remains steady, smoothing their surfaces and opening fully to capture the golden backlight, which gives them an ethereal, cool glow. The atmosphere is one of profound tranquility and hopeful renewal, capturing both the stillness and the relentless awakening of life in exquisite detail.", + "seed": 29557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_6/index_3623_seed_29557_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024967628065496683, + "vlm_logprob": -0.024967628065496683, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.024967628065496683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005306682083755732 + ], + "opposite_logprob_tokens": [ + -6.005306720733643 + ], + "logprob_reward": -0.005306682083755732, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.005306682083755732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19955116510391235, + 0.059946272522211075, + 0.05440162494778633, + 0.08064725250005722, + 0.10709859430789948, + 0.07506653666496277, + 0.08100908249616623, + 0.06683077663183212, + 0.1196303442120552, + 0.15581828355789185 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.005306682083755732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028588399291038513 + ], + "opposite_logprob_tokens": [ + -5.877858638763428 + ], + "logprob_reward": -0.0028588399291038513, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028588399291038513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14011529088020325, + 0.07318684458732605, + 0.03455175831913948, + 0.12730684876441956, + 0.15937022864818573, + 0.06206322833895683, + 0.054802779108285904, + 0.0800924003124237, + 0.16631510853767395, + 0.10219553858041763 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0028588399291038513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036262013018131256 + ], + "opposite_logprob_tokens": [ + -5.628626346588135 + ], + "logprob_reward": -0.0036262013018131256, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036262013018131256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17774508893489838, + 0.055563393980264664, + 0.04779193922877312, + 0.13605909049510956, + 0.13458558917045593, + 0.037286579608917236, + 0.0659998282790184, + 0.05836144834756851, + 0.12669020891189575, + 0.15991680324077606 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0036262013018131256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10050494223833084 + ], + "opposite_logprob_tokens": [ + -2.3505048751831055 + ], + "logprob_reward": -0.10050494223833084, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10050494223833084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1920071840286255, + 0.07828011363744736, + 0.04680302366614342, + 0.08109426498413086, + 0.07399521768093109, + 0.05833382532000542, + 0.062210723757743835, + 0.17854170501232147, + 0.1059313714504242, + 0.12280254811048508 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.10050494223833084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541474774479866 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541474774479866, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541474774479866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21338960528373718, + 0.08466076105833054, + 0.04707474634051323, + 0.08567073196172714, + 0.06198783591389656, + 0.0616866834461689, + 0.042115870863199234, + 0.07370127737522125, + 0.11911032348871231, + 0.21060214936733246 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.012541474774479866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures the minute details of a gnarled, dark brown branch, its rough bark richly textured with age, against a backdrop of hazy morning mist and distant foliage. The entire scene is bathed in the warm, soft light of the early morning sun. In a mesmerizing time-lapse sequence, dormant, tightly sealed buds on the branch begin to slowly expand, their outer shells cracking and gracefully peeling away. From these openings, delicate, wrinkled leaves reveal a vibrant, translucent spring green and meticulously unfold. As these new leaves unfold, the camera remains steady, smoothing their surfaces and opening fully to capture the golden backlight, which gives them an ethereal, cool glow. The atmosphere is one of profound tranquility and hopeful renewal, capturing both the stillness and the relentless awakening of life in exquisite detail.", + "seed": 29558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_6/index_3623_seed_29558_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.005327941454015672, + "vlm_logprob": -0.005327941454015672, + "vlm_yes_no_margin": 5.7, + "vlm_token_credit": -0.005327941454015672, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029137558303773403 + ], + "opposite_logprob_tokens": [ + -6.127913951873779 + ], + "logprob_reward": -0.0029137558303773403, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0029137558303773403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09938151389360428, + 0.04132188856601715, + 0.014857014641165733, + 0.024876214563846588, + 0.4310005307197571, + 0.10585653781890869, + 0.06003900617361069, + 0.03304768726229668, + 0.09702479839324951, + 0.09259482473134995 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0029137558303773403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022182876709848642 + ], + "opposite_logprob_tokens": [ + -6.127218246459961 + ], + "logprob_reward": -0.0022182876709848642, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022182876709848642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05099619925022125, + 0.041206035763025284, + 0.037900567054748535, + 0.026283584535121918, + 0.33018267154693604, + 0.17357322573661804, + 0.10359334200620651, + 0.07212750613689423, + 0.030460352078080177, + 0.13367651402950287 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.0022182876709848642 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013403251068666577 + ], + "opposite_logprob_tokens": [ + -6.626340389251709 + ], + "logprob_reward": -0.0013403251068666577, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013403251068666577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08978642523288727, + 0.039812371134757996, + 0.02741061896085739, + 0.02139989100396633, + 0.22055678069591522, + 0.2526198923587799, + 0.1502610445022583, + 0.07363498210906982, + 0.07779180258512497, + 0.04672618582844734 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.0013403251068666577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075992956757545 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016075992956757545, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075992956757545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1313597410917282, + 0.03860095143318176, + 0.024204932153224945, + 0.02262679859995842, + 0.4745926856994629, + 0.046380504965782166, + 0.07299704849720001, + 0.01755363680422306, + 0.13880494236946106, + 0.03287878260016441 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.016075992956757545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091345705091953 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091345705091953, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091345705091953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13182424008846283, + 0.019832119345664978, + 0.014324202202260494, + 0.012918386608362198, + 0.5644603967666626, + 0.09736465662717819, + 0.06865356862545013, + 0.022143715992569923, + 0.02687852643430233, + 0.04160012677311897 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.004091345705091953 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures the minute details of a gnarled, dark brown branch, its rough bark richly textured with age, against a backdrop of hazy morning mist and distant foliage. The entire scene is bathed in the warm, soft light of the early morning sun. In a mesmerizing time-lapse sequence, dormant, tightly sealed buds on the branch begin to slowly expand, their outer shells cracking and gracefully peeling away. From these openings, delicate, wrinkled leaves reveal a vibrant, translucent spring green and meticulously unfold. As these new leaves unfold, the camera remains steady, smoothing their surfaces and opening fully to capture the golden backlight, which gives them an ethereal, cool glow. The atmosphere is one of profound tranquility and hopeful renewal, capturing both the stillness and the relentless awakening of life in exquisite detail.", + "seed": 29559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_6/index_3623_seed_29559_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.004863094561733306, + "vlm_logprob": -0.004863094561733306, + "vlm_yes_no_margin": 5.725, + "vlm_token_credit": -0.004863094561733306, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002271335804834962 + ], + "opposite_logprob_tokens": [ + -6.3772711753845215 + ], + "logprob_reward": -0.002271335804834962, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.002271335804834962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2306167483329773, + 0.06134093180298805, + 0.16626684367656708, + 0.045362602919340134, + 0.07107694447040558, + 0.06381820887327194, + 0.041509032249450684, + 0.1691778302192688, + 0.05010091885924339, + 0.10072987526655197 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.002271335804834962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002512633567675948 + ], + "opposite_logprob_tokens": [ + -6.002512454986572 + ], + "logprob_reward": -0.002512633567675948, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002512633567675948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.108205646276474, + 0.0329875685274601, + 0.061898984014987946, + 0.0850789025425911, + 0.07973820716142654, + 0.07686800509691238, + 0.03919445723295212, + 0.16527718305587769, + 0.06490297615528107, + 0.28584805130958557 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.002512633567675948 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017196642002090812 + ], + "opposite_logprob_tokens": [ + -6.3767194747924805 + ], + "logprob_reward": -0.0017196642002090812, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017196642002090812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16075770556926727, + 0.03370673209428787, + 0.16180196404457092, + 0.14219683408737183, + 0.06038215011358261, + 0.04028351977467537, + 0.039975881576538086, + 0.10897083580493927, + 0.043027959764003754, + 0.20889639854431152 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0017196642002090812 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199178665876389 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199178665876389, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199178665876389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16412502527236938, + 0.03784933313727379, + 0.5340327024459839, + 0.01584767736494541, + 0.010312275029718876, + 0.03453860059380531, + 0.016727197915315628, + 0.07881010323762894, + 0.02413739077746868, + 0.08361967653036118 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.014199178665876389 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a gnarled, dark brown branch with rough bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do dormant buds on the branch expand, crack, and peel away to reveal leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the emerging leaves vibrant, translucent spring green and wrinkled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of hazy morning mist and distant foliage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in warm, soft early morning sunlight with golden backlighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036126605700701475 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036126605700701475, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036126605700701475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5677990317344666, + 0.04306432604789734, + 0.04614812880754471, + 0.049837931990623474, + 0.0567578561604023, + 0.028049711138010025, + 0.033356886357069016, + 0.1118420660495758, + 0.029788343235850334, + 0.033355675637722015 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0036126605700701475 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_7/index_tensor([1581, 1581])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_7/index_tensor([1581, 1581])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bc69d3dffe14479c9ca257d16a62a3dbff26a01e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_7/index_tensor([1581, 1581])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly overhead angle, the camera remains still, focusing on a pair of hands, marked by age but steady and powerful, carefully working together to carve a block of unpolished, light-colored basswood with a woodworking knife that gleams with a cool, metallic sheen. As the knife's tip advances with a steady, deliberate rhythm, thin, naturally curly wood chips gracefully peel from the blade, drifting lightly to accumulate on the workbench below. The entire scene is illuminated by a warm yellow lamp suspended above the workbench. The warm light focuses on the hands and the block, highlighting the natural grain of the wood and the calloused skin. It also reflects sharp highlights on the sharp blade, while the cluttered workbench, littered with other tools in the background, recedes into soft shadows. The image, shone with a warm, earthy hue, creates an atmosphere of intense concentration, tranquility, and the spirit of craftsmanship.", + "seed": 25698, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_7/index_1581_seed_25698_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.041224907524883746, + "vlm_logprob": -0.041224907524883746, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.041224907524883746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057457901537418365 + ], + "opposite_logprob_tokens": [ + -2.93245792388916 + ], + "logprob_reward": -0.057457901537418365, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.057457901537418365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16359016299247742, + 0.1958300620317459, + 0.04412076249718666, + 0.3402845859527588, + 0.05721687525510788, + 0.04626006633043289, + 0.032805342227220535, + 0.019362086430191994, + 0.046030472964048386, + 0.05449962615966797 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.057457901537418365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210150197148323 + ], + "opposite_logprob_tokens": [ + -2.8121016025543213 + ], + "logprob_reward": -0.06210150197148323, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210150197148323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.460748553276062, + 0.05569564178586006, + 0.0582517571747303, + 0.14258573949337006, + 0.16022808849811554, + 0.016988694667816162, + 0.015656135976314545, + 0.024865783751010895, + 0.032825928181409836, + 0.032153692096471786 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.06210150197148323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794392623007298 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794392623007298, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794392623007298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16773611307144165, + 0.0681331530213356, + 0.19974400103092194, + 0.3804093599319458, + 0.05647462606430054, + 0.014465008862316608, + 0.010727687738835812, + 0.0328109934926033, + 0.034423600882291794, + 0.035075414925813675 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.009794392623007298 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370939567685127 + ], + "opposite_logprob_tokens": [ + -3.4087092876434326 + ], + "logprob_reward": -0.03370939567685127, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370939567685127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.208221435546875, + 0.05751224234700203, + 0.15658722817897797, + 0.46354469656944275, + 0.01731448993086815, + 0.020765041932463646, + 0.022031717002391815, + 0.01126633770763874, + 0.019457831978797913, + 0.023298995569348335 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.03370939567685127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306134581565857 + ], + "opposite_logprob_tokens": [ + -3.1680612564086914 + ], + "logprob_reward": -0.04306134581565857, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306134581565857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4136119782924652, + 0.08876198530197144, + 0.1862194985151291, + 0.07859297841787338, + 0.09381555020809174, + 0.018390266224741936, + 0.01622873544692993, + 0.02120414562523365, + 0.0690387487411499, + 0.01413609366863966 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04306134581565857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera remains still, focusing on a pair of hands, marked by age but steady and powerful, carefully working together to carve a block of unpolished, light-colored basswood with a woodworking knife that gleams with a cool, metallic sheen. As the knife's tip advances with a steady, deliberate rhythm, thin, naturally curly wood chips gracefully peel from the blade, drifting lightly to accumulate on the workbench below. The entire scene is illuminated by a warm yellow lamp suspended above the workbench. The warm light focuses on the hands and the block, highlighting the natural grain of the wood and the calloused skin. It also reflects sharp highlights on the sharp blade, while the cluttered workbench, littered with other tools in the background, recedes into soft shadows. The image, shone with a warm, earthy hue, creates an atmosphere of intense concentration, tranquility, and the spirit of craftsmanship.", + "seed": 25699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_7/index_1581_seed_25699_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03309119576588273, + "vlm_logprob": -0.03309119576588273, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03309119576588273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01555477362126112 + ], + "opposite_logprob_tokens": [ + -4.265554904937744 + ], + "logprob_reward": -0.01555477362126112, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01555477362126112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19036909937858582, + 0.17022401094436646, + 0.02574831247329712, + 0.09886875748634338, + 0.05297717824578285, + 0.016825838014483452, + 0.05862066522240639, + 0.04004763066768646, + 0.3174510598182678, + 0.02886739932000637 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.01555477362126112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062077637761831284 + ], + "opposite_logprob_tokens": [ + -2.812077522277832 + ], + "logprob_reward": -0.062077637761831284, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062077637761831284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24912026524543762, + 0.17920564115047455, + 0.0778217688202858, + 0.08540588617324829, + 0.0560789629817009, + 0.015129223465919495, + 0.1032683402299881, + 0.06538145244121552, + 0.11667507141828537, + 0.05191339924931526 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.062077637761831284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263993050903082 + ], + "opposite_logprob_tokens": [ + -5.255263805389404 + ], + "logprob_reward": -0.005263993050903082, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263993050903082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3305574357509613, + 0.22936181724071503, + 0.026550307869911194, + 0.028381802141666412, + 0.05357559770345688, + 0.012125440873205662, + 0.02630903199315071, + 0.028145378455519676, + 0.06580370664596558, + 0.19918949902057648 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.005263993050903082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542534619569778 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542534619569778, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542534619569778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37172991037368774, + 0.1673695296049118, + 0.0395524837076664, + 0.07089695334434509, + 0.04782067984342575, + 0.039008818566799164, + 0.04686468094587326, + 0.060372404754161835, + 0.07654715329408646, + 0.07983744144439697 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012542534619569778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001703977584839 + ], + "opposite_logprob_tokens": [ + -2.695017099380493 + ], + "logprob_reward": -0.07001703977584839, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001703977584839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3298516571521759, + 0.14377471804618835, + 0.02010449394583702, + 0.0346774160861969, + 0.152008056640625, + 0.0762663409113884, + 0.06985428184270859, + 0.10899971425533295, + 0.03561369702219963, + 0.028849633410573006 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.07001703977584839 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera remains still, focusing on a pair of hands, marked by age but steady and powerful, carefully working together to carve a block of unpolished, light-colored basswood with a woodworking knife that gleams with a cool, metallic sheen. As the knife's tip advances with a steady, deliberate rhythm, thin, naturally curly wood chips gracefully peel from the blade, drifting lightly to accumulate on the workbench below. The entire scene is illuminated by a warm yellow lamp suspended above the workbench. The warm light focuses on the hands and the block, highlighting the natural grain of the wood and the calloused skin. It also reflects sharp highlights on the sharp blade, while the cluttered workbench, littered with other tools in the background, recedes into soft shadows. The image, shone with a warm, earthy hue, creates an atmosphere of intense concentration, tranquility, and the spirit of craftsmanship.", + "seed": 25700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_7/index_1581_seed_25700_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04247206123545766, + "vlm_logprob": -0.04247206123545766, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04247206123545766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013910016044974327 + ], + "opposite_logprob_tokens": [ + -4.513909816741943 + ], + "logprob_reward": -0.013910016044974327, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013910016044974327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13349391520023346, + 0.07556066662073135, + 0.07565978169441223, + 0.13551484048366547, + 0.058782316744327545, + 0.06050010770559311, + 0.27122101187705994, + 0.06685160100460052, + 0.0700201764702797, + 0.05239557847380638 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.013910016044974327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297163367271423 + ], + "opposite_logprob_tokens": [ + -2.237971544265747 + ], + "logprob_reward": -0.11297163367271423, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297163367271423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10726676881313324, + 0.07045608013868332, + 0.17862342298030853, + 0.19316397607326508, + 0.02805429883301258, + 0.1075163334608078, + 0.10037043690681458, + 0.021313736215233803, + 0.14271816611289978, + 0.05051673576235771 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.11297163367271423 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258538294583559 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258538294583559, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258538294583559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10902705788612366, + 0.08599445968866348, + 0.11274617165327072, + 0.19805127382278442, + 0.04192442074418068, + 0.09573323279619217, + 0.2202763706445694, + 0.029985425993800163, + 0.0595560185611248, + 0.046705540269613266 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.005258538294583559 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184494227170944 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184494227170944, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184494227170944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06057966873049736, + 0.05615454167127609, + 0.08644440025091171, + 0.14551374316215515, + 0.0328819639980793, + 0.11071765422821045, + 0.36164501309394836, + 0.031404439359903336, + 0.0617545023560524, + 0.052904024720191956 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.018184494227170944 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203562393784523 + ], + "opposite_logprob_tokens": [ + -2.81203556060791 + ], + "logprob_reward": -0.06203562393784523, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203562393784523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05246173217892647, + 0.03437924012541771, + 0.09077729284763336, + 0.29297903180122375, + 0.010925911366939545, + 0.18627287447452545, + 0.1551683396100998, + 0.04359333962202072, + 0.09078573435544968, + 0.04265648126602173 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.06203562393784523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera remains still, focusing on a pair of hands, marked by age but steady and powerful, carefully working together to carve a block of unpolished, light-colored basswood with a woodworking knife that gleams with a cool, metallic sheen. As the knife's tip advances with a steady, deliberate rhythm, thin, naturally curly wood chips gracefully peel from the blade, drifting lightly to accumulate on the workbench below. The entire scene is illuminated by a warm yellow lamp suspended above the workbench. The warm light focuses on the hands and the block, highlighting the natural grain of the wood and the calloused skin. It also reflects sharp highlights on the sharp blade, while the cluttered workbench, littered with other tools in the background, recedes into soft shadows. The image, shone with a warm, earthy hue, creates an atmosphere of intense concentration, tranquility, and the spirit of craftsmanship.", + "seed": 25701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_7/index_1581_seed_25701_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03587151924148202, + "vlm_logprob": -0.03587151924148202, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03587151924148202, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039471328258514404 + ], + "opposite_logprob_tokens": [ + -3.289471387863159 + ], + "logprob_reward": -0.039471328258514404, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039471328258514404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1926386058330536, + 0.22757628560066223, + 0.03749720752239227, + 0.1220826804637909, + 0.04534260556101799, + 0.04101699963212013, + 0.14739066362380981, + 0.11177647113800049, + 0.03649821877479553, + 0.03818022087216377 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.039471328258514404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210721656680107 + ], + "opposite_logprob_tokens": [ + -2.8121073246002197 + ], + "logprob_reward": -0.06210721656680107, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210721656680107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14276590943336487, + 0.4908198416233063, + 0.022738561034202576, + 0.05026029795408249, + 0.07169241458177567, + 0.044766705483198166, + 0.04916073754429817, + 0.0325029194355011, + 0.04751654341816902, + 0.047776028513908386 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.06210721656680107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748266983777285 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748266983777285, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748266983777285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13259254395961761, + 0.18165424466133118, + 0.05951686203479767, + 0.09763165563344955, + 0.06436002254486084, + 0.05379079654812813, + 0.05474716052412987, + 0.03769104927778244, + 0.09235382080078125, + 0.2256617546081543 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.006748266983777285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074232757091522 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.016074232757091522, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074232757091522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11491962522268295, + 0.3481521010398865, + 0.051098305732011795, + 0.10080600529909134, + 0.05834406614303589, + 0.09862585365772247, + 0.04423961788415909, + 0.07362614572048187, + 0.06372413039207458, + 0.046464163810014725 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.016074232757091522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of aged, calloused hands visible working together to carve wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the object being carved a block of unpolished, light-colored basswood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woodworking knife with a cool, metallic sheen visible and actively carving the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, naturally curly wood chips seen peeling from the blade and drifting onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a warm yellow lamp suspended above the workbench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054956551641225815 + ], + "opposite_logprob_tokens": [ + -2.9299564361572266 + ], + "logprob_reward": -0.054956551641225815, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054956551641225815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2181641012430191, + 0.0625901073217392, + 0.08395212143659592, + 0.10959967225790024, + 0.029111851006746292, + 0.15570752322673798, + 0.04363327845931053, + 0.04600657895207405, + 0.07089108973741531, + 0.18034370243549347 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.054956551641225815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_8/index_tensor([3676, 3676])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_8/index_tensor([3676, 3676])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8460a37122ecc5659c5b9559cb8ed83a5fea5144 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_8/index_tensor([3676, 3676])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, long shot captured from a low angle, rendered entirely in high-contrast black and white. Across a desolate, war-torn plain, a heavy tank stands like a steel behemoth, its broad tracks sunk deep into the muddy ground. In the background, the outlines of crumbling buildings and bare trees, shrouded in the gloomy sky, stand out. The tank's thick steel armor is stained with scratches and dust, its deep shadows accentuating its cold metallic texture. With a heavy, almost audible mechanical grinding, its massive turret begins to rotate in a slow, inexorable motion, its long, thick barrel sweeping steadily across the horizon. Finally, the turret's rotation abruptly stops, its muzzle locked with unmistakable precision on a barely discernible target on the horizon. The entire scene is permeated with a cold, mechanical aesthetic, a powerful sense of oppression, and a tense atmosphere of simmering tension.", + "seed": 28683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_8/index_3676_seed_28683_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17160894125699996, + "vlm_logprob": -0.17160894125699996, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.17160894125699996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14661170542240143 + ], + "opposite_logprob_tokens": [ + -2.0216116905212402 + ], + "logprob_reward": -0.14661170542240143, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14661170542240143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23835833370685577, + 0.018159989267587662, + 0.029061483219265938, + 0.39240458607673645, + 0.04406481608748436, + 0.05085417255759239, + 0.02985278144478798, + 0.04821687564253807, + 0.06446874141693115, + 0.08455824851989746 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.14661170542240143 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520853579044342 + ], + "opposite_logprob_tokens": [ + -1.5020853281021118 + ], + "logprob_reward": -0.2520853579044342, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520853579044342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09075488895177841, + 0.07004760205745697, + 0.03563951328396797, + 0.5359641313552856, + 0.04398859664797783, + 0.027652809396386147, + 0.06165381893515587, + 0.046933989971876144, + 0.04461163282394409, + 0.042752981185913086 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.2520853579044342 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486510217189789 + ], + "opposite_logprob_tokens": [ + -1.2236510515213013 + ], + "logprob_reward": -0.3486510217189789, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486510217189789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0905103012919426, + 0.0848035141825676, + 0.047318458557128906, + 0.40149712562561035, + 0.030180757865309715, + 0.06104099377989769, + 0.04974177107214928, + 0.12415808439254761, + 0.07664196938276291, + 0.034106943756341934 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.3486510217189789 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866738244891167 + ], + "opposite_logprob_tokens": [ + -3.0486674308776855 + ], + "logprob_reward": -0.04866738244891167, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866738244891167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1640254110097885, + 0.057981543242931366, + 0.10452532023191452, + 0.25512203574180603, + 0.050856977701187134, + 0.11573974788188934, + 0.05383127182722092, + 0.0672735646367073, + 0.078854501247406, + 0.05178961530327797 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.04866738244891167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062029238790273666 + ], + "opposite_logprob_tokens": [ + -2.8120291233062744 + ], + "logprob_reward": -0.062029238790273666, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062029238790273666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13298265635967255, + 0.12141051888465881, + 0.04033740982413292, + 0.16223984956741333, + 0.05966164544224739, + 0.05521339923143387, + 0.11392224580049515, + 0.1645817905664444, + 0.10950596630573273, + 0.04014449566602707 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.062029238790273666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot captured from a low angle, rendered entirely in high-contrast black and white. Across a desolate, war-torn plain, a heavy tank stands like a steel behemoth, its broad tracks sunk deep into the muddy ground. In the background, the outlines of crumbling buildings and bare trees, shrouded in the gloomy sky, stand out. The tank's thick steel armor is stained with scratches and dust, its deep shadows accentuating its cold metallic texture. With a heavy, almost audible mechanical grinding, its massive turret begins to rotate in a slow, inexorable motion, its long, thick barrel sweeping steadily across the horizon. Finally, the turret's rotation abruptly stops, its muzzle locked with unmistakable precision on a barely discernible target on the horizon. The entire scene is permeated with a cold, mechanical aesthetic, a powerful sense of oppression, and a tense atmosphere of simmering tension.", + "seed": 28684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_8/index_3676_seed_28684_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07231618333607912, + "vlm_logprob": -0.07231618333607912, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.07231618333607912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015356282703578472 + ], + "opposite_logprob_tokens": [ + -5.015356063842773 + ], + "logprob_reward": -0.015356282703578472, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.015356282703578472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08838144689798355, + 0.12928307056427002, + 0.21458977460861206, + 0.04135473072528839, + 0.055798791348934174, + 0.05403558537364006, + 0.11522354185581207, + 0.18793801963329315, + 0.0369160920381546, + 0.07647891342639923 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.015356282703578472 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062055230140686035 + ], + "opposite_logprob_tokens": [ + -2.8120551109313965 + ], + "logprob_reward": -0.062055230140686035, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062055230140686035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07717544585466385, + 0.12957732379436493, + 0.1302872598171234, + 0.12141107767820358, + 0.08922117203474045, + 0.09564664214849472, + 0.10409995168447495, + 0.11361519992351532, + 0.08452363312244415, + 0.05444231629371643 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.062055230140686035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157091319561005 + ], + "opposite_logprob_tokens": [ + -1.7015708684921265 + ], + "logprob_reward": -0.20157091319561005, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157091319561005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1579562872648239, + 0.043017785996198654, + 0.13152627646923065, + 0.07858667522668839, + 0.06033535301685333, + 0.058226440101861954, + 0.10953997075557709, + 0.14578166604042053, + 0.13876020908355713, + 0.07626928389072418 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.20157091319561005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057810313999653 + ], + "opposite_logprob_tokens": [ + -3.895578145980835 + ], + "logprob_reward": -0.02057810313999653, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057810313999653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12335330247879028, + 0.07696495205163956, + 0.06870480626821518, + 0.09733995050191879, + 0.19643273949623108, + 0.041203573346138, + 0.07697509974241257, + 0.0803099200129509, + 0.2082192748785019, + 0.030496425926685333 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.02057810313999653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202038750052452 + ], + "opposite_logprob_tokens": [ + -2.8120203018188477 + ], + "logprob_reward": -0.06202038750052452, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202038750052452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08162593096494675, + 0.08035621047019958, + 0.03604630380868912, + 0.20777545869350433, + 0.05702618509531021, + 0.21126553416252136, + 0.046243324875831604, + 0.18970832228660583, + 0.030878903344273567, + 0.0590737946331501 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.06202038750052452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot captured from a low angle, rendered entirely in high-contrast black and white. Across a desolate, war-torn plain, a heavy tank stands like a steel behemoth, its broad tracks sunk deep into the muddy ground. In the background, the outlines of crumbling buildings and bare trees, shrouded in the gloomy sky, stand out. The tank's thick steel armor is stained with scratches and dust, its deep shadows accentuating its cold metallic texture. With a heavy, almost audible mechanical grinding, its massive turret begins to rotate in a slow, inexorable motion, its long, thick barrel sweeping steadily across the horizon. Finally, the turret's rotation abruptly stops, its muzzle locked with unmistakable precision on a barely discernible target on the horizon. The entire scene is permeated with a cold, mechanical aesthetic, a powerful sense of oppression, and a tense atmosphere of simmering tension.", + "seed": 28685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_8/index_3676_seed_28685_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1212879978120327, + "vlm_logprob": -0.1212879978120327, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.1212879978120327, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02375708520412445 + ], + "opposite_logprob_tokens": [ + -3.898756980895996 + ], + "logprob_reward": -0.02375708520412445, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02375708520412445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10681995004415512, + 0.10955624282360077, + 0.600334644317627, + 0.0210505910217762, + 0.02535177581012249, + 0.012664884328842163, + 0.006679445970803499, + 0.008545680902898312, + 0.09523633867502213, + 0.013760422356426716 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02375708520412445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205657497048378 + ], + "opposite_logprob_tokens": [ + -2.812056541442871 + ], + "logprob_reward": -0.06205657497048378, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205657497048378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.296194851398468, + 0.07789074629545212, + 0.41171714663505554, + 0.054324809461832047, + 0.018465695902705193, + 0.04893771931529045, + 0.01666956953704357, + 0.01437562145292759, + 0.03131616488099098, + 0.0301076527684927 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.06205657497048378 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42892518639564514 + ], + "opposite_logprob_tokens": [ + -1.0539251565933228 + ], + "logprob_reward": -0.42892518639564514, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42892518639564514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26705509424209595, + 0.047090817242860794, + 0.3222334682941437, + 0.06804726272821426, + 0.027607744559645653, + 0.08035032451152802, + 0.03697574883699417, + 0.017492564395070076, + 0.04630574584007263, + 0.08684124797582626 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.42892518639564514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865909367799759 + ], + "opposite_logprob_tokens": [ + -3.048659086227417 + ], + "logprob_reward": -0.04865909367799759, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865909367799759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09782328456640244, + 0.13665275275707245, + 0.5958594083786011, + 0.031572092324495316, + 0.020898738875985146, + 0.019797498360276222, + 0.016910213977098465, + 0.02810012735426426, + 0.034551169723272324, + 0.017834624275565147 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.04865909367799759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304204881191254 + ], + "opposite_logprob_tokens": [ + -3.168041944503784 + ], + "logprob_reward": -0.04304204881191254, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304204881191254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18578465282917023, + 0.12129554897546768, + 0.11575927585363388, + 0.16578856110572815, + 0.05458599328994751, + 0.11908887326717377, + 0.043584153056144714, + 0.07821082323789597, + 0.07625599950551987, + 0.03964611515402794 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04304204881191254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot captured from a low angle, rendered entirely in high-contrast black and white. Across a desolate, war-torn plain, a heavy tank stands like a steel behemoth, its broad tracks sunk deep into the muddy ground. In the background, the outlines of crumbling buildings and bare trees, shrouded in the gloomy sky, stand out. The tank's thick steel armor is stained with scratches and dust, its deep shadows accentuating its cold metallic texture. With a heavy, almost audible mechanical grinding, its massive turret begins to rotate in a slow, inexorable motion, its long, thick barrel sweeping steadily across the horizon. Finally, the turret's rotation abruptly stops, its muzzle locked with unmistakable precision on a barely discernible target on the horizon. The entire scene is permeated with a cold, mechanical aesthetic, a powerful sense of oppression, and a tense atmosphere of simmering tension.", + "seed": 28686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_8/index_3676_seed_28686_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09323426820337773, + "vlm_logprob": -0.09323426820337773, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.09323426820337773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016623789444565773 + ], + "opposite_logprob_tokens": [ + -4.3916239738464355 + ], + "logprob_reward": -0.016623789444565773, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.016623789444565773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15691432356834412, + 0.07875550538301468, + 0.12887488305568695, + 0.07891667634248734, + 0.19619783759117126, + 0.06318717449903488, + 0.04854849353432655, + 0.1011095717549324, + 0.08019576966762543, + 0.06729971617460251 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.016623789444565773 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428101658821106 + ], + "opposite_logprob_tokens": [ + -2.017810106277466 + ], + "logprob_reward": -0.1428101658821106, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428101658821106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20578132569789886, + 0.12504281103610992, + 0.17297278344631195, + 0.15388362109661102, + 0.0820731371641159, + 0.07251828908920288, + 0.050966423004865646, + 0.02614554576575756, + 0.06504978239536285, + 0.04556624963879585 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.1428101658821106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.225589781999588 + ], + "opposite_logprob_tokens": [ + -1.6005897521972656 + ], + "logprob_reward": -0.225589781999588, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.225589781999588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07646668702363968, + 0.06777901947498322, + 0.1254846453666687, + 0.09698819369077682, + 0.19398817420005798, + 0.15850810706615448, + 0.11943335086107254, + 0.037147894501686096, + 0.03935515135526657, + 0.08484873175621033 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.225589781999588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810475766658783 + ], + "opposite_logprob_tokens": [ + -3.288104772567749 + ], + "logprob_reward": -0.03810475766658783, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810475766658783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6731892228126526, + 0.02400241419672966, + 0.09864837676286697, + 0.055750999599695206, + 0.03006771393120289, + 0.037796176970005035, + 0.024332361295819283, + 0.012383478693664074, + 0.0179935060441494, + 0.025835731998085976 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03810475766658783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered entirely in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a heavy tank with broad tracks sunk deep into muddy ground visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank's turret rotate slowly and then stop abruptly with the barrel locked on a target?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crumbling buildings and bare trees visible in the background under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a static low-angle long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304284602403641 + ], + "opposite_logprob_tokens": [ + -3.1680428981781006 + ], + "logprob_reward": -0.04304284602403641, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304284602403641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30598005652427673, + 0.09167224913835526, + 0.16228947043418884, + 0.08314846456050873, + 0.09733765572309494, + 0.07220657914876938, + 0.05430227145552635, + 0.014880976639688015, + 0.0780033990740776, + 0.04017886891961098 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04304284602403641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_0/index_tensor([9074, 9074])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_0/index_tensor([9074, 9074])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d4f2ed864fd6d02322389ba4f32d94a987d1ddb9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_0/index_tensor([9074, 9074])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly low-angle close-up meticulously depicts a translucent dish soap bottle, its vibrant green plastic gleaming under bright, clean kitchen lights. The bottle stands on a polished white marble countertop, its surface reflecting soft highlights. The metal rim of the kitchen sink is barely visible in the shallowly focused background. A sudden, violent surface vibration triggers this movement, causing the bottle to teeter precariously on its base. The green liquid inside sloshes from side to side due to the vibrations. After a moment of tense instability, the bottle inexorably loses its balance, toppling over and tipping onto its side on the stone with a soft, unmistakable clatter. The impact violently stirs the liquid within, generating pressure that forces a thick, bubbling mixture of green soap and white foam to burst suddenly from the nozzle, overflowing and spreading into a messy pool across the pristine white marble surface.", + "seed": 29894, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_0/index_9074_seed_29894_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.006795937428250909, + "vlm_logprob": -0.006795937428250909, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.006795937428250909, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008676331490278244 + ], + "opposite_logprob_tokens": [ + -4.883676528930664 + ], + "logprob_reward": -0.008676331490278244, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008676331490278244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12334612756967545, + 0.057568855583667755, + 0.1701347380876541, + 0.060654494911432266, + 0.05997367575764656, + 0.08370501548051834, + 0.19332993030548096, + 0.03744422271847725, + 0.02529878355562687, + 0.1885441392660141 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.008676331490278244 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036235882434993982 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.0036235882434993982, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036235882434993982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0481841005384922, + 0.025292186066508293, + 0.509294867515564, + 0.027444737032055855, + 0.05187394842505455, + 0.07667779177427292, + 0.03474606201052666, + 0.1032169759273529, + 0.05661053583025932, + 0.06665882468223572 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.0036235882434993982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125422989949584 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.0125422989949584, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125422989949584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10402362048625946, + 0.041074544191360474, + 0.25145524740219116, + 0.06182726472616196, + 0.05790966376662254, + 0.031947217881679535, + 0.054534927010536194, + 0.12149344384670258, + 0.04076710715889931, + 0.23496699333190918 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.0125422989949584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946444813162088 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946444813162088, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946444813162088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0676315575838089, + 0.039358895272016525, + 0.23331473767757416, + 0.09048137068748474, + 0.2756531536579132, + 0.03813821077346802, + 0.05260028317570686, + 0.07467640936374664, + 0.039416953921318054, + 0.0887283906340599 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.005946444813162088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191023599356413 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.003191023599356413, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191023599356413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06552161276340485, + 0.037899795919656754, + 0.08308850228786469, + 0.08551450073719025, + 0.1983063519001007, + 0.062338631600141525, + 0.15550480782985687, + 0.09377307444810867, + 0.11105656623840332, + 0.10699615627527237 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.003191023599356413 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up meticulously depicts a translucent dish soap bottle, its vibrant green plastic gleaming under bright, clean kitchen lights. The bottle stands on a polished white marble countertop, its surface reflecting soft highlights. The metal rim of the kitchen sink is barely visible in the shallowly focused background. A sudden, violent surface vibration triggers this movement, causing the bottle to teeter precariously on its base. The green liquid inside sloshes from side to side due to the vibrations. After a moment of tense instability, the bottle inexorably loses its balance, toppling over and tipping onto its side on the stone with a soft, unmistakable clatter. The impact violently stirs the liquid within, generating pressure that forces a thick, bubbling mixture of green soap and white foam to burst suddenly from the nozzle, overflowing and spreading into a messy pool across the pristine white marble surface.", + "seed": 29895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_0/index_9074_seed_29895_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.00918672322295606, + "vlm_logprob": -0.00918672322295606, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.00918672322295606, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02767917327582836 + ], + "opposite_logprob_tokens": [ + -3.652679204940796 + ], + "logprob_reward": -0.02767917327582836, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02767917327582836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20480087399482727, + 0.21768924593925476, + 0.08602666109800339, + 0.03692029044032097, + 0.14125989377498627, + 0.08520416915416718, + 0.03772946447134018, + 0.041424985975027084, + 0.061153434216976166, + 0.08779091387987137 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02767917327582836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648474045097828 + ], + "opposite_logprob_tokens": [ + -5.379648685455322 + ], + "logprob_reward": -0.004648474045097828, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648474045097828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06350252777338028, + 0.22314906120300293, + 0.07294626533985138, + 0.0817493349313736, + 0.04652462527155876, + 0.1586913913488388, + 0.06998629122972488, + 0.056047819554805756, + 0.02233141101896763, + 0.2050713300704956 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.004648474045097828 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634864654392004 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.007634864654392004, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634864654392004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09720437973737717, + 0.13899120688438416, + 0.08190599083900452, + 0.043576985597610474, + 0.14708347618579865, + 0.048348892480134964, + 0.02988884039223194, + 0.11066456139087677, + 0.1328788846731186, + 0.16945680975914001 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.007634864654392004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635422024875879 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635422024875879, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635422024875879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12697765231132507, + 0.0708029642701149, + 0.11271307617425919, + 0.05135662108659744, + 0.1975918710231781, + 0.08400724828243256, + 0.0298528503626585, + 0.06901298463344574, + 0.0420253612101078, + 0.21565937995910645 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.004635422024875879 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335682114586234 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335682114586234, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335682114586234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053602948784828186, + 0.033591583371162415, + 0.04872652143239975, + 0.03516637533903122, + 0.07939480990171432, + 0.0941656231880188, + 0.028216620907187462, + 0.03577287495136261, + 0.060427434742450714, + 0.5309351682662964 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.001335682114586234 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up meticulously depicts a translucent dish soap bottle, its vibrant green plastic gleaming under bright, clean kitchen lights. The bottle stands on a polished white marble countertop, its surface reflecting soft highlights. The metal rim of the kitchen sink is barely visible in the shallowly focused background. A sudden, violent surface vibration triggers this movement, causing the bottle to teeter precariously on its base. The green liquid inside sloshes from side to side due to the vibrations. After a moment of tense instability, the bottle inexorably loses its balance, toppling over and tipping onto its side on the stone with a soft, unmistakable clatter. The impact violently stirs the liquid within, generating pressure that forces a thick, bubbling mixture of green soap and white foam to burst suddenly from the nozzle, overflowing and spreading into a messy pool across the pristine white marble surface.", + "seed": 29896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_0/index_9074_seed_29896_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0071489432826638225, + "vlm_logprob": -0.0071489432826638225, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.0071489432826638225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00582117959856987 + ], + "opposite_logprob_tokens": [ + -5.380821228027344 + ], + "logprob_reward": -0.00582117959856987, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00582117959856987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23501034080982208, + 0.06055363267660141, + 0.0785718709230423, + 0.13732101023197174, + 0.08792177587747574, + 0.1625814437866211, + 0.0459304004907608, + 0.03873153030872345, + 0.08836214989423752, + 0.06501592695713043 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.00582117959856987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624657168984413 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.003624657168984413, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624657168984413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2769090235233307, + 0.044490136206150055, + 0.1491713523864746, + 0.09947708994150162, + 0.14547906816005707, + 0.038375865668058395, + 0.08236470818519592, + 0.06142360344529152, + 0.03959564492106438, + 0.06271356344223022 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.003624657168984413 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097875464707613 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.0097875464707613, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097875464707613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1705668866634369, + 0.061357077211141586, + 0.03289956599473953, + 0.10813195258378983, + 0.13866779208183289, + 0.07096651941537857, + 0.21383340656757355, + 0.016520000994205475, + 0.06111794710159302, + 0.12593889236450195 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0097875464707613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733820773661137 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006733820773661137, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733820773661137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12178468704223633, + 0.05027688667178154, + 0.09972178936004639, + 0.06470648944377899, + 0.15222670137882233, + 0.16248507797718048, + 0.08153486251831055, + 0.08589578419923782, + 0.09347566217184067, + 0.08789211511611938 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.006733820773661137 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777512401342392 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777512401342392, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777512401342392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15345700085163116, + 0.045745473355054855, + 0.06661605834960938, + 0.06797583401203156, + 0.25447458028793335, + 0.09919008612632751, + 0.061509352177381516, + 0.10827955603599548, + 0.03519166633486748, + 0.10756034404039383 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.009777512401342392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle close-up meticulously depicts a translucent dish soap bottle, its vibrant green plastic gleaming under bright, clean kitchen lights. The bottle stands on a polished white marble countertop, its surface reflecting soft highlights. The metal rim of the kitchen sink is barely visible in the shallowly focused background. A sudden, violent surface vibration triggers this movement, causing the bottle to teeter precariously on its base. The green liquid inside sloshes from side to side due to the vibrations. After a moment of tense instability, the bottle inexorably loses its balance, toppling over and tipping onto its side on the stone with a soft, unmistakable clatter. The impact violently stirs the liquid within, generating pressure that forces a thick, bubbling mixture of green soap and white foam to burst suddenly from the nozzle, overflowing and spreading into a messy pool across the pristine white marble surface.", + "seed": 29897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_0/index_9074_seed_29897_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.005378857115283608, + "vlm_logprob": -0.005378857115283608, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.005378857115283608, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008194515481591225 + ], + "opposite_logprob_tokens": [ + -4.883194446563721 + ], + "logprob_reward": -0.008194515481591225, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008194515481591225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05262449011206627, + 0.04440935701131821, + 0.040516238659620285, + 0.06818893551826477, + 0.09707421064376831, + 0.055122558027505875, + 0.08805742114782333, + 0.36881113052368164, + 0.07964957505464554, + 0.1055460274219513 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.008194515481591225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002203776268288493 + ], + "opposite_logprob_tokens": [ + -6.127203941345215 + ], + "logprob_reward": -0.002203776268288493, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002203776268288493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05212532728910446, + 0.05313476547598839, + 0.042644284665584564, + 0.054883070290088654, + 0.033387135714292526, + 0.03215811029076576, + 0.016478076577186584, + 0.5085247159004211, + 0.11844664067029953, + 0.08821781724691391 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.002203776268288493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631197106093168 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631197106093168, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631197106093168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046803176403045654, + 0.0694599598646164, + 0.027676992118358612, + 0.051628872752189636, + 0.09701088070869446, + 0.0374617837369442, + 0.014237001538276672, + 0.6200661063194275, + 0.018161965534090996, + 0.01749323680996895 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.007631197106093168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251067224889994 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.005251067224889994, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251067224889994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04029712826013565, + 0.0206916481256485, + 0.0237639881670475, + 0.041721999645233154, + 0.03343823552131653, + 0.016039807349443436, + 0.05772652104496956, + 0.676541805267334, + 0.055106066167354584, + 0.03467271849513054 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.005251067224889994 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent dish soap bottle with vibrant green plastic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle positioned on a polished white marble countertop with a metal sink rim visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle teeter precariously and then topple over onto its side due to a surface vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bottle fall with a soft clatter and cause green soap and white foam to burst from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the overflowing mixture spread into a messy pool across the white marble surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036137294955551624 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036137294955551624, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036137294955551624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05387366935610771, + 0.06301233172416687, + 0.056599631905555725, + 0.042483244091272354, + 0.05825175344944, + 0.07079042494297028, + 0.23096665740013123, + 0.20692242681980133, + 0.09552888572216034, + 0.12157092988491058 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.0036137294955551624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_1/index_tensor([8001, 8001])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_1/index_tensor([8001, 8001])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..24f0af1f231eac8696c5432714da2c5a15f76224 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_1/index_tensor([8001, 8001])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, close-up shot zooms in, focusing horizontally on a flawless, highly polished crystal sphere. It rests on a dark, finely grained antique desk. The background is softly blurred, revealing only a few thick, leather-bound books. The sphere rotates slowly on its vertical axis with a steady, deliberate rhythm. Its limpid interior, far from empty, envelops a complete and dynamic miniature universe. A swirling nebula of deep purple, indigo, and magenta drifts and transforms gracefully within. Countless tiny, diamond-like pinpoints of light twinkle like stars within the nebula. As the sphere rotates, these stars and spiraling miniature galaxies follow suit, carving elegant arcs of light within the sphere. The crystal ball itself is the only light source in the scene. The universe within it casts a soft, dreamy light outward, reflecting the changing colors on the polished tabletop, forming subtle light and shadow. The entire picture presents a deep, tranquil and magical atmosphere, which attracts the gaze, as if peeking into the mystery of the birth of the universe.", + "seed": 3326, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_1/index_8001_seed_3326_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2520831931382418, + "vlm_logprob": -0.2520831931382418, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.2520831931382418, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1145084872841835 + ], + "opposite_logprob_tokens": [ + -2.2395083904266357 + ], + "logprob_reward": -0.1145084872841835, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1145084872841835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3391847610473633, + 0.1782444566488266, + 0.047370199114084244, + 0.04059717059135437, + 0.08649268746376038, + 0.03375464305281639, + 0.05498534440994263, + 0.05800996348261833, + 0.07575079798698425, + 0.08561001718044281 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.1145084872841835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358850300312042 + ], + "opposite_logprob_tokens": [ + -3.6513588428497314 + ], + "logprob_reward": -0.026358850300312042, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358850300312042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1975974440574646, + 0.24269188940525055, + 0.03430037945508957, + 0.08847679197788239, + 0.12869249284267426, + 0.13840503990650177, + 0.017463918775320053, + 0.04836350679397583, + 0.06488955020904541, + 0.03911897912621498 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.026358850300312042 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706664204597473 + ], + "opposite_logprob_tokens": [ + -2.1270666122436523 + ], + "logprob_reward": -0.12706664204597473, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706664204597473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1979265809059143, + 0.09451410919427872, + 0.0583263598382473, + 0.0783206894993782, + 0.057999011129140854, + 0.0478222481906414, + 0.08139380812644958, + 0.09177511185407639, + 0.17358922958374023, + 0.11833284795284271 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.12706664204597473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189528957009315 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189528957009315, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189528957009315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06658538430929184, + 0.06143252179026604, + 0.07766333222389221, + 0.08188352733850479, + 0.26023024320602417, + 0.1330231875181198, + 0.021891633048653603, + 0.06544166058301926, + 0.06296432018280029, + 0.16888420283794403 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.018189528957009315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742924571037292 + ], + "opposite_logprob_tokens": [ + -0.47429245710372925 + ], + "logprob_reward": -0.9742924571037292, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742924571037292, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2527801990509033, + 0.14493808150291443, + 0.11401022970676422, + 0.076396144926548, + 0.06525144726037979, + 0.03116656094789505, + 0.09860171377658844, + 0.03488209843635559, + 0.07507770508527756, + 0.1068957969546318 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.9742924571037292 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, close-up shot zooms in, focusing horizontally on a flawless, highly polished crystal sphere. It rests on a dark, finely grained antique desk. The background is softly blurred, revealing only a few thick, leather-bound books. The sphere rotates slowly on its vertical axis with a steady, deliberate rhythm. Its limpid interior, far from empty, envelops a complete and dynamic miniature universe. A swirling nebula of deep purple, indigo, and magenta drifts and transforms gracefully within. Countless tiny, diamond-like pinpoints of light twinkle like stars within the nebula. As the sphere rotates, these stars and spiraling miniature galaxies follow suit, carving elegant arcs of light within the sphere. The crystal ball itself is the only light source in the scene. The universe within it casts a soft, dreamy light outward, reflecting the changing colors on the polished tabletop, forming subtle light and shadow. The entire picture presents a deep, tranquil and magical atmosphere, which attracts the gaze, as if peeking into the mystery of the birth of the universe.", + "seed": 3327, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_1/index_8001_seed_3327_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.30192295629531146, + "vlm_logprob": -0.30192295629531146, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.30192295629531146, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03502097725868225 + ], + "opposite_logprob_tokens": [ + -3.4100210666656494 + ], + "logprob_reward": -0.03502097725868225, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03502097725868225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30045008659362793, + 0.06722377240657806, + 0.0428156852722168, + 0.043590836226940155, + 0.09669742733240128, + 0.014714169315993786, + 0.043450143188238144, + 0.0992293506860733, + 0.1338595449924469, + 0.15796902775764465 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.03502097725868225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980850450694561 + ], + "opposite_logprob_tokens": [ + -3.529808521270752 + ], + "logprob_reward": -0.02980850450694561, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980850450694561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3196113407611847, + 0.01774713397026062, + 0.018987439572811127, + 0.06142990663647652, + 0.04025996848940849, + 0.011318990960717201, + 0.034369636327028275, + 0.10238216072320938, + 0.08083434402942657, + 0.31305909156799316 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.02980850450694561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808735474944115 + ], + "opposite_logprob_tokens": [ + -3.529808759689331 + ], + "logprob_reward": -0.029808735474944115, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808735474944115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3056035339832306, + 0.0725473091006279, + 0.0838174819946289, + 0.09662894159555435, + 0.0912126675248146, + 0.04632404446601868, + 0.06365813314914703, + 0.061669912189245224, + 0.12398048490285873, + 0.05455752834677696 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.029808735474944115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643713779747486 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643713779747486, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643713779747486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6550663113594055, + 0.024314653128385544, + 0.027178702875971794, + 0.04621121287345886, + 0.05896085500717163, + 0.02236148901283741, + 0.008969356305897236, + 0.042351432144641876, + 0.03153059631586075, + 0.08305536210536957 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.008643713779747486 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063328504562378 + ], + "opposite_logprob_tokens": [ + -0.2813328802585602 + ], + "logprob_reward": -1.4063328504562378, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063328504562378, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.34482142329216003, + 0.06702011823654175, + 0.07321160286664963, + 0.07518064975738525, + 0.09628759324550629, + 0.019663864746689796, + 0.03302431106567383, + 0.05043083801865578, + 0.15039955079555511, + 0.0899600237607956 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -1.4063328504562378 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, close-up shot zooms in, focusing horizontally on a flawless, highly polished crystal sphere. It rests on a dark, finely grained antique desk. The background is softly blurred, revealing only a few thick, leather-bound books. The sphere rotates slowly on its vertical axis with a steady, deliberate rhythm. Its limpid interior, far from empty, envelops a complete and dynamic miniature universe. A swirling nebula of deep purple, indigo, and magenta drifts and transforms gracefully within. Countless tiny, diamond-like pinpoints of light twinkle like stars within the nebula. As the sphere rotates, these stars and spiraling miniature galaxies follow suit, carving elegant arcs of light within the sphere. The crystal ball itself is the only light source in the scene. The universe within it casts a soft, dreamy light outward, reflecting the changing colors on the polished tabletop, forming subtle light and shadow. The entire picture presents a deep, tranquil and magical atmosphere, which attracts the gaze, as if peeking into the mystery of the birth of the universe.", + "seed": 3328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_1/index_8001_seed_3328_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12964270291849972, + "vlm_logprob": -0.12964270291849972, + "vlm_yes_no_margin": 2.875000011920929, + "vlm_token_credit": -0.12964270291849972, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16213183104991913 + ], + "opposite_logprob_tokens": [ + -1.9121317863464355 + ], + "logprob_reward": -0.16213183104991913, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16213183104991913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12105827033519745, + 0.052241113036870956, + 0.05813254415988922, + 0.19635014235973358, + 0.09287116676568985, + 0.06044383719563484, + 0.1971507966518402, + 0.08552158623933792, + 0.10531552135944366, + 0.030915025621652603 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.16213183104991913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033719539642333984 + ], + "opposite_logprob_tokens": [ + -3.408719539642334 + ], + "logprob_reward": -0.033719539642333984, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033719539642333984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07045376300811768, + 0.4873431622982025, + 0.06076213717460632, + 0.05441583693027496, + 0.03922150284051895, + 0.11839713901281357, + 0.09430962800979614, + 0.026619940996170044, + 0.035225946456193924, + 0.013251018710434437 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.033719539642333984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620662122964859 + ], + "opposite_logprob_tokens": [ + -2.8120663166046143 + ], + "logprob_reward": -0.0620662122964859, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620662122964859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05701403692364693, + 0.45083874464035034, + 0.0848144143819809, + 0.10787948966026306, + 0.028679974377155304, + 0.04005493223667145, + 0.1049182340502739, + 0.03205907717347145, + 0.06153056398034096, + 0.032210513949394226 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.0620662122964859 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031974404118955135 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.0031974404118955135, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031974404118955135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06256971508264542, + 0.4285721778869629, + 0.11106302589178085, + 0.02961353398859501, + 0.10102583467960358, + 0.05853128060698509, + 0.08735397458076477, + 0.05050726607441902, + 0.05195637047290802, + 0.01880680024623871 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.0031974404118955135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387098491191864 + ], + "opposite_logprob_tokens": [ + -1.1370985507965088 + ], + "logprob_reward": -0.387098491191864, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.387098491191864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10540380328893661, + 0.3901701271533966, + 0.04260731115937233, + 0.10396664589643478, + 0.043472159653902054, + 0.10493365675210953, + 0.066255122423172, + 0.04593869671225548, + 0.08705776929855347, + 0.01019467506557703 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.387098491191864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot zooms in, focusing horizontally on a flawless, highly polished crystal sphere. It rests on a dark, finely grained antique desk. The background is softly blurred, revealing only a few thick, leather-bound books. The sphere rotates slowly on its vertical axis with a steady, deliberate rhythm. Its limpid interior, far from empty, envelops a complete and dynamic miniature universe. A swirling nebula of deep purple, indigo, and magenta drifts and transforms gracefully within. Countless tiny, diamond-like pinpoints of light twinkle like stars within the nebula. As the sphere rotates, these stars and spiraling miniature galaxies follow suit, carving elegant arcs of light within the sphere. The crystal ball itself is the only light source in the scene. The universe within it casts a soft, dreamy light outward, reflecting the changing colors on the polished tabletop, forming subtle light and shadow. The entire picture presents a deep, tranquil and magical atmosphere, which attracts the gaze, as if peeking into the mystery of the birth of the universe.", + "seed": 3329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_1/index_8001_seed_3329_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2148104751482606, + "vlm_logprob": -0.2148104751482606, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.2148104751482606, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02705908566713333 + ], + "opposite_logprob_tokens": [ + -3.6520590782165527 + ], + "logprob_reward": -0.02705908566713333, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02705908566713333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06359952688217163, + 0.06236524507403374, + 0.058666810393333435, + 0.044699836522340775, + 0.1704893857240677, + 0.08530006557703018, + 0.0795331671833992, + 0.20820745825767517, + 0.16547632217407227, + 0.06166216731071472 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.02705908566713333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033717695623636246 + ], + "opposite_logprob_tokens": [ + -3.408717632293701 + ], + "logprob_reward": -0.033717695623636246, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033717695623636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23026160895824432, + 0.04253128170967102, + 0.053941503167152405, + 0.13381366431713104, + 0.07956080883741379, + 0.0555170401930809, + 0.11821461468935013, + 0.16528473794460297, + 0.06741078197956085, + 0.053463924676179886 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.033717695623636246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370985761284828 + ], + "opposite_logprob_tokens": [ + -3.408709764480591 + ], + "logprob_reward": -0.03370985761284828, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370985761284828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21682137250900269, + 0.1427813172340393, + 0.05180318281054497, + 0.0672442615032196, + 0.153695210814476, + 0.08375329524278641, + 0.06090191379189491, + 0.06315180659294128, + 0.1275680959224701, + 0.032279547303915024 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03370985761284828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052548618987202644 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.0052548618987202644, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052548618987202644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2967466115951538, + 0.08547210693359375, + 0.08222334086894989, + 0.039389465004205704, + 0.11623399704694748, + 0.06082097813487053, + 0.0878789946436882, + 0.04272284731268883, + 0.07966413348913193, + 0.10884756594896317 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0052548618987202644 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a flawless, highly polished crystal sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sphere resting on a dark, finely grained antique desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sphere rotate slowly on its vertical axis with a steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the interior of the sphere filled with a swirling nebula of deep purple, indigo, and magenta containing tiny points of light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the crystal sphere the only light source in the scene, casting soft light outward onto the desk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743108749389648 + ], + "opposite_logprob_tokens": [ + -0.47431084513664246 + ], + "logprob_reward": -0.9743108749389648, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743108749389648, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2710553705692291, + 0.12731297314167023, + 0.05338915437459946, + 0.042805761098861694, + 0.09827933460474014, + 0.036545753479003906, + 0.043514713644981384, + 0.26017698645591736, + 0.017827577888965607, + 0.049092456698417664 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.9743108749389648 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_10/index_tensor([7696, 7696])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_10/index_tensor([7696, 7696])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..02cb33c798e80206d4310ac77918708702651522 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_10/index_tensor([7696, 7696])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An eye-level, static medium shot captures a classic anime-style romantic confession. Two Japanese high school students stand beneath the canopy of a massive cherry blossom tree in full bloom. The scene is rendered in a vibrant, high-saturation anime aesthetic. The girl, with long, flowing chestnut hair and large, expressive emerald green eyes, wears a classic navy and white sailor-style school uniform (seifuku) tied with a red scarf. Her face, adorned with prominent diagonal blush lines, is an exaggerated anime expression of deep embarrassment and hope. She timidly holds out a pale pink love letter with a small red heart sticker, holding it with trembling hands. Opposite her, the boy with spiky black hair and a black turtleneck school uniform (gakuran) expresses pure shock; his eyes instantly widen to comically large, cartoonish proportions, and his irises shrink to dots to emphasize his surprise. As this emotion reaches its peak, a vortex of stylized, glowing pink cherry blossom petals gracefully and persistently swirls around the couple. Meanwhile, classic anime visual cues enhance the sweet, thrilling emotional atmosphere of the moment as shimmering golden sparkles and abstract, softly blooming flowers appear in the surrounding air, all bathed in soft, warm, dappled sunlight filtering through the pink blossoms.", + "seed": 2451, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_10/index_7696_seed_2451_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06496313591487705, + "vlm_logprob": -0.06496313591487705, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.06496313591487705, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02524789236485958 + ], + "opposite_logprob_tokens": [ + -4.525248050689697 + ], + "logprob_reward": -0.02524789236485958, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.02524789236485958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1219382956624031, + 0.08080936223268509, + 0.07252536714076996, + 0.047502581030130386, + 0.03779195249080658, + 0.045122310519218445, + 0.07780691981315613, + 0.06904836744070053, + 0.3331794738769531, + 0.11427535116672516 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.02524789236485958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813579738140106 + ], + "opposite_logprob_tokens": [ + -1.406358003616333 + ], + "logprob_reward": -0.2813579738140106, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813579738140106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1740601807832718, + 0.05900904908776283, + 0.14246204495429993, + 0.08084068447351456, + 0.06424347311258316, + 0.041924867779016495, + 0.0301218219101429, + 0.05679655075073242, + 0.2458638846874237, + 0.10467735677957535 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.2813579738140106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746490485966206 + ], + "opposite_logprob_tokens": [ + -5.006746292114258 + ], + "logprob_reward": -0.006746490485966206, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746490485966206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09858701378107071, + 0.09466706216335297, + 0.1328408122062683, + 0.10673383623361588, + 0.06560318917036057, + 0.035993751138448715, + 0.023298723623156548, + 0.10351626574993134, + 0.2118021845817566, + 0.12695717811584473 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.006746490485966206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028191369492560625 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.0028191369492560625, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028191369492560625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10830790549516678, + 0.05883758142590523, + 0.0599527582526207, + 0.05937082692980766, + 0.0828247144818306, + 0.03734946250915527, + 0.03695423901081085, + 0.09565651416778564, + 0.32122570276260376, + 0.1395203322172165 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0028191369492560625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644185960292816 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644185960292816, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644185960292816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05559902265667915, + 0.03620950132608414, + 0.02073981799185276, + 0.08856982737779617, + 0.05034812167286873, + 0.10203760862350464, + 0.0528901182115078, + 0.07042674720287323, + 0.43241772055625916, + 0.09076151996850967 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.008644185960292816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level, static medium shot captures a classic anime-style romantic confession. Two Japanese high school students stand beneath the canopy of a massive cherry blossom tree in full bloom. The scene is rendered in a vibrant, high-saturation anime aesthetic. The girl, with long, flowing chestnut hair and large, expressive emerald green eyes, wears a classic navy and white sailor-style school uniform (seifuku) tied with a red scarf. Her face, adorned with prominent diagonal blush lines, is an exaggerated anime expression of deep embarrassment and hope. She timidly holds out a pale pink love letter with a small red heart sticker, holding it with trembling hands. Opposite her, the boy with spiky black hair and a black turtleneck school uniform (gakuran) expresses pure shock; his eyes instantly widen to comically large, cartoonish proportions, and his irises shrink to dots to emphasize his surprise. As this emotion reaches its peak, a vortex of stylized, glowing pink cherry blossom petals gracefully and persistently swirls around the couple. Meanwhile, classic anime visual cues enhance the sweet, thrilling emotional atmosphere of the moment as shimmering golden sparkles and abstract, softly blooming flowers appear in the surrounding air, all bathed in soft, warm, dappled sunlight filtering through the pink blossoms.", + "seed": 2452, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_10/index_7696_seed_2452_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03068317989818752, + "vlm_logprob": -0.03068317989818752, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.03068317989818752, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023972073569893837 + ], + "opposite_logprob_tokens": [ + -4.273972034454346 + ], + "logprob_reward": -0.023972073569893837, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.023972073569893837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1153082326054573, + 0.28589195013046265, + 0.06022879481315613, + 0.08509916067123413, + 0.05090317130088806, + 0.031044743955135345, + 0.05558330938220024, + 0.16822081804275513, + 0.09327089041471481, + 0.0544489286839962 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.023972073569893837 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296450346708298 + ], + "opposite_logprob_tokens": [ + -2.237964391708374 + ], + "logprob_reward": -0.11296450346708298, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296450346708298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12300417572259903, + 0.4164733290672302, + 0.06059543415904045, + 0.031173938885331154, + 0.061061061918735504, + 0.029623189941048622, + 0.09192131459712982, + 0.07846663147211075, + 0.09131982177495956, + 0.016361085698008537 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.11296450346708298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646456800401211 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646456800401211, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646456800401211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17658525705337524, + 0.10019101947546005, + 0.04333428293466568, + 0.22759614884853363, + 0.1632763296365738, + 0.08261415362358093, + 0.035177845507860184, + 0.06710456311702728, + 0.04893066734075546, + 0.055189747363328934 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.004646456800401211 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031947072129696608 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031947072129696608, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031947072129696608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11198527365922928, + 0.1869233399629593, + 0.07464935630559921, + 0.08950218558311462, + 0.23812563717365265, + 0.12002646178007126, + 0.05390676483511925, + 0.05270121991634369, + 0.03165806829929352, + 0.040521688759326935 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.0031947072129696608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638158440589905 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638158440589905, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638158440589905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1058485209941864, + 0.35818061232566833, + 0.030247004702687263, + 0.06268312782049179, + 0.09563528746366501, + 0.06063797324895859, + 0.08392857760190964, + 0.11406189948320389, + 0.05132875218987465, + 0.03744816407561302 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.008638158440589905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level, static medium shot captures a classic anime-style romantic confession. Two Japanese high school students stand beneath the canopy of a massive cherry blossom tree in full bloom. The scene is rendered in a vibrant, high-saturation anime aesthetic. The girl, with long, flowing chestnut hair and large, expressive emerald green eyes, wears a classic navy and white sailor-style school uniform (seifuku) tied with a red scarf. Her face, adorned with prominent diagonal blush lines, is an exaggerated anime expression of deep embarrassment and hope. She timidly holds out a pale pink love letter with a small red heart sticker, holding it with trembling hands. Opposite her, the boy with spiky black hair and a black turtleneck school uniform (gakuran) expresses pure shock; his eyes instantly widen to comically large, cartoonish proportions, and his irises shrink to dots to emphasize his surprise. As this emotion reaches its peak, a vortex of stylized, glowing pink cherry blossom petals gracefully and persistently swirls around the couple. Meanwhile, classic anime visual cues enhance the sweet, thrilling emotional atmosphere of the moment as shimmering golden sparkles and abstract, softly blooming flowers appear in the surrounding air, all bathed in soft, warm, dappled sunlight filtering through the pink blossoms.", + "seed": 2453, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_10/index_7696_seed_2453_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01098218741826713, + "vlm_logprob": -0.01098218741826713, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.01098218741826713, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014435618184506893 + ], + "opposite_logprob_tokens": [ + -4.639435768127441 + ], + "logprob_reward": -0.014435618184506893, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.014435618184506893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19998374581336975, + 0.12121095508337021, + 0.0956127718091011, + 0.06464634835720062, + 0.05601482838392258, + 0.049732934683561325, + 0.1334041953086853, + 0.11073877662420273, + 0.08282982558012009, + 0.0858255997300148 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014435618184506893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982308343052864 + ], + "opposite_logprob_tokens": [ + -3.529823064804077 + ], + "logprob_reward": -0.02982308343052864, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982308343052864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12599465250968933, + 0.14406409859657288, + 0.048423729836940765, + 0.04084613174200058, + 0.0974881649017334, + 0.08403749763965607, + 0.16554948687553406, + 0.05574776232242584, + 0.06031905859708786, + 0.1775294542312622 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.02982308343052864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031960143242031336 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.0031960143242031336, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031960143242031336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21697363257408142, + 0.09980600327253342, + 0.08074939996004105, + 0.11313845217227936, + 0.07679522782564163, + 0.11925338953733444, + 0.08852928876876831, + 0.04759551212191582, + 0.03675296530127525, + 0.12040611356496811 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.0031960143242031336 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028198501095175743 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028198501095175743, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028198501095175743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30974626541137695, + 0.08640814572572708, + 0.10053075104951859, + 0.0841013565659523, + 0.0321393720805645, + 0.05494219437241554, + 0.1377221941947937, + 0.047583360224962234, + 0.053874511271715164, + 0.09295180439949036 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0028198501095175743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046363710425794125 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.0046363710425794125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046363710425794125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36409255862236023, + 0.15304912626743317, + 0.04991191625595093, + 0.03711019828915596, + 0.023499397560954094, + 0.06902997940778732, + 0.0905875638127327, + 0.03991898149251938, + 0.02327069826424122, + 0.14952951669692993 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0046363710425794125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level, static medium shot captures a classic anime-style romantic confession. Two Japanese high school students stand beneath the canopy of a massive cherry blossom tree in full bloom. The scene is rendered in a vibrant, high-saturation anime aesthetic. The girl, with long, flowing chestnut hair and large, expressive emerald green eyes, wears a classic navy and white sailor-style school uniform (seifuku) tied with a red scarf. Her face, adorned with prominent diagonal blush lines, is an exaggerated anime expression of deep embarrassment and hope. She timidly holds out a pale pink love letter with a small red heart sticker, holding it with trembling hands. Opposite her, the boy with spiky black hair and a black turtleneck school uniform (gakuran) expresses pure shock; his eyes instantly widen to comically large, cartoonish proportions, and his irises shrink to dots to emphasize his surprise. As this emotion reaches its peak, a vortex of stylized, glowing pink cherry blossom petals gracefully and persistently swirls around the couple. Meanwhile, classic anime visual cues enhance the sweet, thrilling emotional atmosphere of the moment as shimmering golden sparkles and abstract, softly blooming flowers appear in the surrounding air, all bathed in soft, warm, dappled sunlight filtering through the pink blossoms.", + "seed": 2454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_10/index_7696_seed_2454_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04913804298266768, + "vlm_logprob": -0.04913804298266768, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.04913804298266768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03003237396478653 + ], + "opposite_logprob_tokens": [ + -3.7800323963165283 + ], + "logprob_reward": -0.03003237396478653, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.03003237396478653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20509101450443268, + 0.09306076169013977, + 0.11166486889123917, + 0.057409971952438354, + 0.1667025089263916, + 0.07418409734964371, + 0.15087468922138214, + 0.04591880366206169, + 0.06419161707162857, + 0.030901610851287842 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03003237396478653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20162363350391388 + ], + "opposite_logprob_tokens": [ + -1.7016236782073975 + ], + "logprob_reward": -0.20162363350391388, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20162363350391388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28175607323646545, + 0.0893489420413971, + 0.13056311011314392, + 0.0508342906832695, + 0.12653125822544098, + 0.07945695519447327, + 0.03587618097662926, + 0.047564879059791565, + 0.11892320960760117, + 0.039145078510046005 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.20162363350391388 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745188031345606 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745188031345606, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745188031345606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33793649077415466, + 0.05720437318086624, + 0.11620426923036575, + 0.0633566752076149, + 0.11781291663646698, + 0.049143318086862564, + 0.06742953509092331, + 0.06252507120370865, + 0.09317544102668762, + 0.03521197289228439 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.006745188031345606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031931623816490173 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031931623816490173, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031931623816490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20265834033489227, + 0.0963430181145668, + 0.07172898948192596, + 0.1297244280576706, + 0.08298518508672714, + 0.05379918962717056, + 0.06737970560789108, + 0.08682814985513687, + 0.10617084801197052, + 0.10238219052553177 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0031931623816490173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an eye-level, static medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two Japanese high school students standing beneath a massive cherry blossom tree in full bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the girl have long chestnut hair, emerald green eyes, and wear a navy and white sailor-style uniform with a red scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boy have spiky black hair, wear a black turtleneck school uniform, and display eyes that widen to comically large proportions with dot-like irises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there swirling pink cherry blossom petals, golden sparkles, and abstract flowers appearing in the air around the couple?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095857031643391 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095857031643391, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095857031643391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5801632404327393, + 0.08572300523519516, + 0.04852694272994995, + 0.03180499002337456, + 0.07766145467758179, + 0.04156721755862236, + 0.020050527527928352, + 0.04339677840471268, + 0.02223089151084423, + 0.04887504503130913 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.004095857031643391 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_11/index_tensor([8228, 8228])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_11/index_tensor([8228, 8228])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7e05532e6bae4beaa0e122c3bc1a9395943ae258 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_11/index_tensor([8228, 8228])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot from directly above, illuminated by bright, even studio lighting, focuses precisely on a drop of thick, shimmering, inky black ink about to fall. Beneath the canvas, a pristine white with a delicate, fibrous texture. As this perfectly spherical drop silently descends, its perfect sphericity shatters upon contact, the ink rapidly and organically permeating from a central point. This process of diffusion is meticulously captured: countless delicate, tendril-like filaments gracefully emanate from the subject, branching and curling, like a mysterious black flower suddenly blossoming in a time-lapse. The edges of the ink, with their feathery, intricate forms, contrast strikingly against the pure white background. The painting, imbued with a powerfully monochromatic aesthetic, exudes a dynamic, almost hypnotic beauty in its minimalist black and white contrast, creating an atmosphere of focused, creative tranquility.", + "seed": 32524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_11/index_8228_seed_32524_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016518070874735714, + "vlm_logprob": -0.016518070874735714, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.016518070874735714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029499515891075134 + ], + "opposite_logprob_tokens": [ + -3.6544995307922363 + ], + "logprob_reward": -0.029499515891075134, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029499515891075134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24241244792938232, + 0.0779637023806572, + 0.05991937220096588, + 0.05019884556531906, + 0.028829071670770645, + 0.04382023960351944, + 0.01766878552734852, + 0.07665985077619553, + 0.38005638122558594, + 0.022471312433481216 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.029499515891075134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814159333705902 + ], + "opposite_logprob_tokens": [ + -3.2881414890289307 + ], + "logprob_reward": -0.03814159333705902, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814159333705902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21395589411258698, + 0.15151874721050262, + 0.08623857796192169, + 0.13797123730182648, + 0.03709406033158302, + 0.05007025972008705, + 0.13192658126354218, + 0.05749517306685448, + 0.10578526556491852, + 0.0279441699385643 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03814159333705902 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002825674833729863 + ], + "opposite_logprob_tokens": [ + -5.877825736999512 + ], + "logprob_reward": -0.002825674833729863, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002825674833729863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3295154273509979, + 0.16619262099266052, + 0.06892868131399155, + 0.04584423825144768, + 0.055526603013277054, + 0.03484764322638512, + 0.030319038778543472, + 0.10167252272367477, + 0.1423521488904953, + 0.02480108104646206 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.002825674833729863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010468247346580029 + ], + "opposite_logprob_tokens": [ + -6.876046657562256 + ], + "logprob_reward": -0.0010468247346580029, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010468247346580029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2067488133907318, + 0.059195052832365036, + 0.3531254529953003, + 0.0594792366027832, + 0.037772007286548615, + 0.07681895047426224, + 0.02857978455722332, + 0.06474727392196655, + 0.05742362514138222, + 0.05610978230834007 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0010468247346580029 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076745577156544 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076745577156544, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076745577156544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28744420409202576, + 0.27659982442855835, + 0.08724673092365265, + 0.049916356801986694, + 0.03211440518498421, + 0.025498507544398308, + 0.058736879378557205, + 0.0861738994717598, + 0.048710476607084274, + 0.047558702528476715 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011076745577156544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from directly above, illuminated by bright, even studio lighting, focuses precisely on a drop of thick, shimmering, inky black ink about to fall. Beneath the canvas, a pristine white with a delicate, fibrous texture. As this perfectly spherical drop silently descends, its perfect sphericity shatters upon contact, the ink rapidly and organically permeating from a central point. This process of diffusion is meticulously captured: countless delicate, tendril-like filaments gracefully emanate from the subject, branching and curling, like a mysterious black flower suddenly blossoming in a time-lapse. The edges of the ink, with their feathery, intricate forms, contrast strikingly against the pure white background. The painting, imbued with a powerfully monochromatic aesthetic, exudes a dynamic, almost hypnotic beauty in its minimalist black and white contrast, creating an atmosphere of focused, creative tranquility.", + "seed": 32525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_11/index_8228_seed_32525_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.008513083634898066, + "vlm_logprob": -0.008513083634898066, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.008513083634898066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01631808839738369 + ], + "opposite_logprob_tokens": [ + -4.516318321228027 + ], + "logprob_reward": -0.01631808839738369, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01631808839738369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23537467420101166, + 0.08889873325824738, + 0.040838517248630524, + 0.1489110291004181, + 0.1382649689912796, + 0.02901860512793064, + 0.02347410097718239, + 0.05927002802491188, + 0.15997260808944702, + 0.07597671449184418 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.01631808839738369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009812572039663792 + ], + "opposite_logprob_tokens": [ + -4.634812355041504 + ], + "logprob_reward": -0.009812572039663792, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009812572039663792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24426041543483734, + 0.16677924990653992, + 0.1816348284482956, + 0.07036805897951126, + 0.09304127097129822, + 0.05218679457902908, + 0.05278683826327324, + 0.057273395359516144, + 0.031145183369517326, + 0.05052392557263374 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009812572039663792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019471748964861035 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.0019471748964861035, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019471748964861035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17869485914707184, + 0.14541198313236237, + 0.04305104911327362, + 0.09269435703754425, + 0.25423139333724976, + 0.18544499576091766, + 0.043348412960767746, + 0.020998934283852577, + 0.011452618055045605, + 0.024671360850334167 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0019471748964861035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019464610377326608 + ], + "opposite_logprob_tokens": [ + -6.251946449279785 + ], + "logprob_reward": -0.0019464610377326608, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019464610377326608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10543897747993469, + 0.04551874101161957, + 0.0775119885802269, + 0.446790874004364, + 0.07641106098890305, + 0.0935894325375557, + 0.049958959221839905, + 0.02281348593533039, + 0.061564572155475616, + 0.020401902496814728 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0019464610377326608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541121803224087 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541121803224087, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541121803224087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14808018505573273, + 0.06660126149654388, + 0.03533227741718292, + 0.3401888310909271, + 0.2090945839881897, + 0.05895067751407623, + 0.05091468244791031, + 0.02490292489528656, + 0.023588253185153008, + 0.042346324771642685 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.012541121803224087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from directly above, illuminated by bright, even studio lighting, focuses precisely on a drop of thick, shimmering, inky black ink about to fall. Beneath the canvas, a pristine white with a delicate, fibrous texture. As this perfectly spherical drop silently descends, its perfect sphericity shatters upon contact, the ink rapidly and organically permeating from a central point. This process of diffusion is meticulously captured: countless delicate, tendril-like filaments gracefully emanate from the subject, branching and curling, like a mysterious black flower suddenly blossoming in a time-lapse. The edges of the ink, with their feathery, intricate forms, contrast strikingly against the pure white background. The painting, imbued with a powerfully monochromatic aesthetic, exudes a dynamic, almost hypnotic beauty in its minimalist black and white contrast, creating an atmosphere of focused, creative tranquility.", + "seed": 32526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_11/index_8228_seed_32526_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04440778929274529, + "vlm_logprob": -0.04440778929274529, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.04440778929274529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025795800611376762 + ], + "opposite_logprob_tokens": [ + -3.9007956981658936 + ], + "logprob_reward": -0.025795800611376762, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.025795800611376762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017792854458093643, + 0.008114013820886612, + 0.014892462641000748, + 0.027194634079933167, + 0.005835466552525759, + 0.8869314193725586, + 0.019347025081515312, + 0.003938919398933649, + 0.004341294523328543, + 0.011611990630626678 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.025795800611376762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991852760314941 + ], + "opposite_logprob_tokens": [ + -1.8049185276031494 + ], + "logprob_reward": -0.17991852760314941, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991852760314941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053370434790849686, + 0.03399069607257843, + 0.019914526492357254, + 0.015143162570893764, + 0.018186017870903015, + 0.8018316030502319, + 0.012682026252150536, + 0.016243698075413704, + 0.01942766271531582, + 0.009210195392370224 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.17991852760314941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652695454657078 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652695454657078, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652695454657078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16145198047161102, + 0.08906468003988266, + 0.05830017104744911, + 0.036860618740320206, + 0.22243791818618774, + 0.3197031319141388, + 0.01792311854660511, + 0.027646567672491074, + 0.02048645354807377, + 0.04612541198730469 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.008652695454657078 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017213303362950683 + ], + "opposite_logprob_tokens": [ + -6.376721382141113 + ], + "logprob_reward": -0.0017213303362950683, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017213303362950683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08796419203281403, + 0.06003040820360184, + 0.03866828605532646, + 0.04521167278289795, + 0.04517088457942009, + 0.5540671944618225, + 0.014946113340556622, + 0.08002735674381256, + 0.024546731263399124, + 0.04936714842915535 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0017213303362950683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16570188105106354, + 0.18968351185321808, + 0.03967573866248131, + 0.021904774010181427, + 0.049395352602005005, + 0.4002569913864136, + 0.01432420127093792, + 0.055086035281419754, + 0.02438279055058956, + 0.039588745683431625 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.005950592458248138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from directly above, illuminated by bright, even studio lighting, focuses precisely on a drop of thick, shimmering, inky black ink about to fall. Beneath the canvas, a pristine white with a delicate, fibrous texture. As this perfectly spherical drop silently descends, its perfect sphericity shatters upon contact, the ink rapidly and organically permeating from a central point. This process of diffusion is meticulously captured: countless delicate, tendril-like filaments gracefully emanate from the subject, branching and curling, like a mysterious black flower suddenly blossoming in a time-lapse. The edges of the ink, with their feathery, intricate forms, contrast strikingly against the pure white background. The painting, imbued with a powerfully monochromatic aesthetic, exudes a dynamic, almost hypnotic beauty in its minimalist black and white contrast, creating an atmosphere of focused, creative tranquility.", + "seed": 32527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_11/index_8228_seed_32527_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024785392149351538, + "vlm_logprob": -0.024785392149351538, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.024785392149351538, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03095104917883873 + ], + "opposite_logprob_tokens": [ + -3.6559510231018066 + ], + "logprob_reward": -0.03095104917883873, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03095104917883873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2234489619731903, + 0.11725791543722153, + 0.031546976417303085, + 0.04579800367355347, + 0.1589391976594925, + 0.19451801478862762, + 0.10361587256193161, + 0.04257441684603691, + 0.03839709609746933, + 0.04390356317162514 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.03095104917883873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310541972517967 + ], + "opposite_logprob_tokens": [ + -3.168105363845825 + ], + "logprob_reward": -0.04310541972517967, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310541972517967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21219858527183533, + 0.1664709746837616, + 0.09388598799705505, + 0.03764492645859718, + 0.11837629973888397, + 0.12643387913703918, + 0.1248178482055664, + 0.036783114075660706, + 0.05519538372755051, + 0.02819296158850193 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04310541972517967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216454699635506 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216454699635506, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216454699635506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24316006898880005, + 0.1180994063615799, + 0.04851425811648369, + 0.05284279212355614, + 0.2222145050764084, + 0.09495027363300323, + 0.10426806658506393, + 0.07240224629640579, + 0.018848663195967674, + 0.024699784815311432 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014216454699635506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019472938729450107 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.0019472938729450107, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019472938729450107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1711728870868683, + 0.24055130779743195, + 0.0633506327867508, + 0.11316844075918198, + 0.08252169191837311, + 0.11965432018041611, + 0.1132049411535263, + 0.03655051440000534, + 0.025201834738254547, + 0.034623391926288605 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0019472938729450107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up filmed from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a perfectly spherical drop of thick, inky black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background consist of a pristine white surface with a delicate, fibrous texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ink shatter upon contact and diffuse into countless delicate, tendril-like filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by bright, even studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370674327015877 + ], + "opposite_logprob_tokens": [ + -3.4087066650390625 + ], + "logprob_reward": -0.03370674327015877, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370674327015877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10927363485097885, + 0.23278045654296875, + 0.08248661458492279, + 0.08847400546073914, + 0.18109682202339172, + 0.1572730988264084, + 0.027018507942557335, + 0.05870606005191803, + 0.02404971234500408, + 0.03884110599756241 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.03370674327015877 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_12/index_tensor([6301, 6301])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_12/index_tensor([6301, 6301])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ba70c3268eabf95d241ef443f4d7c67e63404c88 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_12/index_tensor([6301, 6301])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic, high-frame-rate, ultra-smooth zoom shot initially focuses on the streamlined, teardrop-shaped cabin of a geosynchronous space elevator. Constructed of a polished, dark composite material, its surface reflecting the cold light of distant stars, the cabin ascends steadily and deliberately along a massive, luminous cable woven from countless carbon nanotubes, pulsing with a soft, bluish-white energy. As the camera steadily pulls back and tilts upward, a breathtaking view of the nighttime Earth below unfolds: a sprawling metropolis transforms into a captivating vortex of light, its gold, white, and crimson light trails stretched into dazzling ribbons. Simultaneously, in Nolan's signature time-dissolved narrative style, translucent, ghostly images of the past interweave with present-day footage: moments of exoskeleton-clad engineers painstakingly welding crucial cable joints in weightless conditions, and countless construction drones busily circling the massive structure like a metallic swarm, are briefly superimposed on the steadily ascending cabin. Contrasting these flashbacks to the hardships of the past are occasional glimpses of a hopeful future: a bustling orbital station bathed in artificial sunlight, families joyfully reunited through vast viewing windows. Above the elevator cabin, the infinite depths of the velvety black universe, dotted with dense, bright, yet untwinkling stars and distant nebulae, create a grand, symphonic atmosphere, seamlessly blending the resilience of human construction, the journey of the present, and the boundless longing for the future into a dynamic canvas filled with awe and hope.", + "seed": 19601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_12/index_6301_seed_19601_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0563222954981029, + "vlm_logprob": -0.0563222954981029, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.0563222954981029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1290842890739441 + ], + "opposite_logprob_tokens": [ + -2.129084348678589 + ], + "logprob_reward": -0.1290842890739441, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1290842890739441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08353092521429062, + 0.21889126300811768, + 0.15857967734336853, + 0.062187228351831436, + 0.11451586335897446, + 0.1446513533592224, + 0.07024063915014267, + 0.021923594176769257, + 0.09098053723573685, + 0.034498922526836395 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.1290842890739441 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309091717004776 + ], + "opposite_logprob_tokens": [ + -3.1680908203125 + ], + "logprob_reward": -0.04309091717004776, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309091717004776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2402237057685852, + 0.15718992054462433, + 0.05478654056787491, + 0.03156159818172455, + 0.028864607214927673, + 0.09905687719583511, + 0.05022013932466507, + 0.07566070556640625, + 0.2285512238740921, + 0.033884696662425995 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.04309091717004776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098943900316954 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098943900316954, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098943900316954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11215060204267502, + 0.40556663274765015, + 0.09664151817560196, + 0.06595372408628464, + 0.034565091133117676, + 0.08113747835159302, + 0.04641350731253624, + 0.03368285670876503, + 0.07988301664590836, + 0.04400559514760971 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004098943900316954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353394612669945 + ], + "opposite_logprob_tokens": [ + -3.651353359222412 + ], + "logprob_reward": -0.026353394612669945, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353394612669945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11730784177780151, + 0.22758488357067108, + 0.11858252435922623, + 0.08135814964771271, + 0.03258140757679939, + 0.07074680924415588, + 0.0569298081099987, + 0.05892793461680412, + 0.16732196509838104, + 0.06865870952606201 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.026353394612669945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898393273353577 + ], + "opposite_logprob_tokens": [ + -2.578984022140503 + ], + "logprob_reward": -0.07898393273353577, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898393273353577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07692541182041168, + 0.13938386738300323, + 0.09326744079589844, + 0.068364217877388, + 0.12413215637207031, + 0.14973488450050354, + 0.050915662199258804, + 0.05292510241270065, + 0.10743748396635056, + 0.13691376149654388 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.07898393273353577 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, high-frame-rate, ultra-smooth zoom shot initially focuses on the streamlined, teardrop-shaped cabin of a geosynchronous space elevator. Constructed of a polished, dark composite material, its surface reflecting the cold light of distant stars, the cabin ascends steadily and deliberately along a massive, luminous cable woven from countless carbon nanotubes, pulsing with a soft, bluish-white energy. As the camera steadily pulls back and tilts upward, a breathtaking view of the nighttime Earth below unfolds: a sprawling metropolis transforms into a captivating vortex of light, its gold, white, and crimson light trails stretched into dazzling ribbons. Simultaneously, in Nolan's signature time-dissolved narrative style, translucent, ghostly images of the past interweave with present-day footage: moments of exoskeleton-clad engineers painstakingly welding crucial cable joints in weightless conditions, and countless construction drones busily circling the massive structure like a metallic swarm, are briefly superimposed on the steadily ascending cabin. Contrasting these flashbacks to the hardships of the past are occasional glimpses of a hopeful future: a bustling orbital station bathed in artificial sunlight, families joyfully reunited through vast viewing windows. Above the elevator cabin, the infinite depths of the velvety black universe, dotted with dense, bright, yet untwinkling stars and distant nebulae, create a grand, symphonic atmosphere, seamlessly blending the resilience of human construction, the journey of the present, and the boundless longing for the future into a dynamic canvas filled with awe and hope.", + "seed": 19602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_12/index_6301_seed_19602_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03211601872462779, + "vlm_logprob": -0.03211601872462779, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.03211601872462779, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022742168977856636 + ], + "opposite_logprob_tokens": [ + -3.89774227142334 + ], + "logprob_reward": -0.022742168977856636, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022742168977856636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2200288623571396, + 0.24728114902973175, + 0.12188053131103516, + 0.06281685084104538, + 0.09682616591453552, + 0.0337199829518795, + 0.04654128476977348, + 0.0566534623503685, + 0.0526089072227478, + 0.06164276972413063 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.022742168977856636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381079725921154 + ], + "opposite_logprob_tokens": [ + -3.2881078720092773 + ], + "logprob_reward": -0.0381079725921154, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381079725921154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27587002515792847, + 0.290627121925354, + 0.11426298320293427, + 0.04370300844311714, + 0.09971405565738678, + 0.031177474185824394, + 0.0267706960439682, + 0.035174883902072906, + 0.02355825901031494, + 0.059141457080841064 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0381079725921154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000920825288631022 + ], + "opposite_logprob_tokens": [ + -7.00092077255249 + ], + "logprob_reward": -0.000920825288631022, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000920825288631022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38495320081710815, + 0.12062942236661911, + 0.07768771052360535, + 0.036981161683797836, + 0.1456373929977417, + 0.031230689957737923, + 0.034660451114177704, + 0.03873030096292496, + 0.04968266561627388, + 0.07980694621801376 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.000920825288631022 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780462831258774 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780462831258774, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780462831258774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10922303795814514, + 0.20452219247817993, + 0.13045647740364075, + 0.1392117291688919, + 0.18980948626995087, + 0.03386775031685829, + 0.04545549675822258, + 0.04017449915409088, + 0.030876802280545235, + 0.07640247792005539 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.009780462831258774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902866393327713 + ], + "opposite_logprob_tokens": [ + -2.4640285968780518 + ], + "logprob_reward": -0.08902866393327713, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902866393327713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.466174453496933, + 0.02868572808802128, + 0.03907614201307297, + 0.051430098712444305, + 0.14471150934696198, + 0.025096561759710312, + 0.07413938641548157, + 0.03971674665808678, + 0.020393414422869682, + 0.11057601124048233 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.08902866393327713 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, high-frame-rate, ultra-smooth zoom shot initially focuses on the streamlined, teardrop-shaped cabin of a geosynchronous space elevator. Constructed of a polished, dark composite material, its surface reflecting the cold light of distant stars, the cabin ascends steadily and deliberately along a massive, luminous cable woven from countless carbon nanotubes, pulsing with a soft, bluish-white energy. As the camera steadily pulls back and tilts upward, a breathtaking view of the nighttime Earth below unfolds: a sprawling metropolis transforms into a captivating vortex of light, its gold, white, and crimson light trails stretched into dazzling ribbons. Simultaneously, in Nolan's signature time-dissolved narrative style, translucent, ghostly images of the past interweave with present-day footage: moments of exoskeleton-clad engineers painstakingly welding crucial cable joints in weightless conditions, and countless construction drones busily circling the massive structure like a metallic swarm, are briefly superimposed on the steadily ascending cabin. Contrasting these flashbacks to the hardships of the past are occasional glimpses of a hopeful future: a bustling orbital station bathed in artificial sunlight, families joyfully reunited through vast viewing windows. Above the elevator cabin, the infinite depths of the velvety black universe, dotted with dense, bright, yet untwinkling stars and distant nebulae, create a grand, symphonic atmosphere, seamlessly blending the resilience of human construction, the journey of the present, and the boundless longing for the future into a dynamic canvas filled with awe and hope.", + "seed": 19603, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_12/index_6301_seed_19603_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03546423907391727, + "vlm_logprob": -0.03546423907391727, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03546423907391727, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035379353910684586 + ], + "opposite_logprob_tokens": [ + -3.410379409790039 + ], + "logprob_reward": -0.035379353910684586, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035379353910684586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.331396222114563, + 0.08700543642044067, + 0.04209886118769646, + 0.10419106483459473, + 0.07224316895008087, + 0.15280643105506897, + 0.056338850408792496, + 0.041267093271017075, + 0.06542496383190155, + 0.04722785949707031 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.035379353910684586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043070822954177856 + ], + "opposite_logprob_tokens": [ + -3.1680707931518555 + ], + "logprob_reward": -0.043070822954177856, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043070822954177856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24007150530815125, + 0.1083330363035202, + 0.0408472940325737, + 0.12893430888652802, + 0.049178723245859146, + 0.10781160742044449, + 0.06701343506574631, + 0.06469012051820755, + 0.08954273164272308, + 0.10357725620269775 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.043070822954177856 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001714071026071906 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.001714071026071906, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001714071026071906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14960433542728424, + 0.1787623018026352, + 0.03134172037243843, + 0.06704782694578171, + 0.062218766659498215, + 0.09872124344110489, + 0.13544709980487823, + 0.1025693491101265, + 0.10959627479314804, + 0.06469112634658813 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.001714071026071906 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184026703238487 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.018184026703238487, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184026703238487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14497467875480652, + 0.027589542791247368, + 0.02085256762802601, + 0.03772559389472008, + 0.04171111434698105, + 0.26603463292121887, + 0.1920844465494156, + 0.12109676748514175, + 0.06904421001672745, + 0.0788864865899086 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.018184026703238487 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897292077541351 + ], + "opposite_logprob_tokens": [ + -2.578972816467285 + ], + "logprob_reward": -0.07897292077541351, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897292077541351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24116767942905426, + 0.0432712696492672, + 0.023738283663988113, + 0.08835121989250183, + 0.08514439314603806, + 0.2792903780937195, + 0.08606147021055222, + 0.03218822926282883, + 0.08543054014444351, + 0.035356584936380386 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.07897292077541351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic, high-frame-rate, ultra-smooth zoom shot initially focuses on the streamlined, teardrop-shaped cabin of a geosynchronous space elevator. Constructed of a polished, dark composite material, its surface reflecting the cold light of distant stars, the cabin ascends steadily and deliberately along a massive, luminous cable woven from countless carbon nanotubes, pulsing with a soft, bluish-white energy. As the camera steadily pulls back and tilts upward, a breathtaking view of the nighttime Earth below unfolds: a sprawling metropolis transforms into a captivating vortex of light, its gold, white, and crimson light trails stretched into dazzling ribbons. Simultaneously, in Nolan's signature time-dissolved narrative style, translucent, ghostly images of the past interweave with present-day footage: moments of exoskeleton-clad engineers painstakingly welding crucial cable joints in weightless conditions, and countless construction drones busily circling the massive structure like a metallic swarm, are briefly superimposed on the steadily ascending cabin. Contrasting these flashbacks to the hardships of the past are occasional glimpses of a hopeful future: a bustling orbital station bathed in artificial sunlight, families joyfully reunited through vast viewing windows. Above the elevator cabin, the infinite depths of the velvety black universe, dotted with dense, bright, yet untwinkling stars and distant nebulae, create a grand, symphonic atmosphere, seamlessly blending the resilience of human construction, the journey of the present, and the boundless longing for the future into a dynamic canvas filled with awe and hope.", + "seed": 19604, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_12/index_6301_seed_19604_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04557210358325392, + "vlm_logprob": -0.04557210358325392, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.04557210358325392, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05034566670656204 + ], + "opposite_logprob_tokens": [ + -3.0503456592559814 + ], + "logprob_reward": -0.05034566670656204, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05034566670656204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11889498680830002, + 0.3061898648738861, + 0.08416973799467087, + 0.04596314579248428, + 0.10729501396417618, + 0.06484384834766388, + 0.017989935353398323, + 0.1364520788192749, + 0.0901992991566658, + 0.028002100065350533 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.05034566670656204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982505038380623 + ], + "opposite_logprob_tokens": [ + -3.52982497215271 + ], + "logprob_reward": -0.02982505038380623, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982505038380623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08250778913497925, + 0.13888613879680634, + 0.034946050494909286, + 0.05041955038905144, + 0.033651359379291534, + 0.021854832768440247, + 0.01721189357340336, + 0.5246148705482483, + 0.05644487217068672, + 0.039462655782699585 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.02982505038380623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001046229270286858 + ], + "opposite_logprob_tokens": [ + -6.876046180725098 + ], + "logprob_reward": -0.001046229270286858, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001046229270286858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036299362778663635, + 0.29172483086586, + 0.04491418972611427, + 0.14794619381427765, + 0.03659721836447716, + 0.05044545978307724, + 0.018187526613473892, + 0.275765061378479, + 0.06453029066324234, + 0.03358977660536766 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.001046229270286858 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370259702205658 + ], + "opposite_logprob_tokens": [ + -3.4087026119232178 + ], + "logprob_reward": -0.03370259702205658, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370259702205658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06716789305210114, + 0.08090713620185852, + 0.051607225090265274, + 0.17859487235546112, + 0.05396166816353798, + 0.03679068386554718, + 0.026889953762292862, + 0.2056313157081604, + 0.23999807238578796, + 0.058451149612665176 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.03370259702205658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped cabin of a geosynchronous space elevator?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cabin constructed of a polished, dark composite material reflecting starlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cabin ascend steadily along a massive, luminous cable pulsing with bluish-white energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pull back and tilt upward to reveal a nighttime Earth with a metropolis of gold, white, and crimson light trails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are translucent, ghostly images of exoskeleton-clad engineers and construction drones superimposed on the cabin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294097453355789 + ], + "opposite_logprob_tokens": [ + -2.237941026687622 + ], + "logprob_reward": -0.11294097453355789, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294097453355789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03945694863796234, + 0.40476617217063904, + 0.12690307199954987, + 0.12144148349761963, + 0.03405444324016571, + 0.03322597220540047, + 0.016725482419133186, + 0.12704557180404663, + 0.05723964795470238, + 0.03914119303226471 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.11294097453355789 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_13/index_tensor([7959, 7959])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_13/index_tensor([7959, 7959])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..22c4aaabd5c19306ad8f782caa93a490c410331f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_13/index_tensor([7959, 7959])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle close-up gazes directly downward into a simple, transparent cylindrical glass filled with pristine, clear water, resting on a clean, neutral-toned surface. At the bottom of the glass rests a solid, round, chalky tablet, just beginning a vigorous lye reaction. Sparkling, tiny bubbles erupt from the entire surface, rapidly rising toward the water's surface in a mesmerizing dance. As the tablet fizzes relentlessly, its solid structure visibly erodes; its once-sharp edges soften, its mass steadily diminishes, and it sheds tiny white particles, creating a swirling, milky plume. This process gradually transforms the water as the particles deliberately spread throughout the liquid, transforming the once perfectly clear water into a murky, opaque white suspension. The entire scene is bathed in clean, brilliant light, creating sharp highlights along the glass's edges and capturing the light within each bubble, establishing a focused, almost clinical atmosphere of rapid chemical transformation.", + "seed": 879, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_13/index_7959_seed_879_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10011781239882112, + "vlm_logprob": -0.10011781239882112, + "vlm_yes_no_margin": 3.3749999403953552, + "vlm_token_credit": -0.10011781239882112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07052841037511826 + ], + "opposite_logprob_tokens": [ + -2.820528507232666 + ], + "logprob_reward": -0.07052841037511826, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07052841037511826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15371546149253845, + 0.24652306735515594, + 0.16169491410255432, + 0.1084154024720192, + 0.020767226815223694, + 0.06438234448432922, + 0.04809146746993065, + 0.07103978097438812, + 0.038224488496780396, + 0.08714582026004791 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.07052841037511826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00412446865811944 + ], + "opposite_logprob_tokens": [ + -5.504124641418457 + ], + "logprob_reward": -0.00412446865811944, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00412446865811944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06052043288946152, + 0.0765131264925003, + 0.0482630729675293, + 0.1347837746143341, + 0.030436478555202484, + 0.02931557036936283, + 0.023118920624256134, + 0.49545708298683167, + 0.043244779109954834, + 0.05834675580263138 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.00412446865811944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871303200721741 + ], + "opposite_logprob_tokens": [ + -1.1371302604675293 + ], + "logprob_reward": -0.3871303200721741, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3871303200721741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07442031055688858, + 0.030069716274738312, + 0.09625991433858871, + 0.12566682696342468, + 0.043562620878219604, + 0.04783732071518898, + 0.02832147665321827, + 0.4467737376689911, + 0.054156143218278885, + 0.052931882441043854 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.3871303200721741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208257853984833 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018208257853984833, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018208257853984833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050437286496162415, + 0.08042582869529724, + 0.06329267472028732, + 0.16060802340507507, + 0.04063493758440018, + 0.040410615503787994, + 0.04462496563792229, + 0.4084804952144623, + 0.05223682150244713, + 0.05884827300906181 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.018208257853984833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020597605034708977 + ], + "opposite_logprob_tokens": [ + -3.8955976963043213 + ], + "logprob_reward": -0.020597605034708977, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020597605034708977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09557788074016571, + 0.08420046418905258, + 0.045159585773944855, + 0.14284680783748627, + 0.019289186224341393, + 0.0377047136425972, + 0.026380596682429314, + 0.4536255896091461, + 0.02936309576034546, + 0.06585203856229782 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.020597605034708977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up gazes directly downward into a simple, transparent cylindrical glass filled with pristine, clear water, resting on a clean, neutral-toned surface. At the bottom of the glass rests a solid, round, chalky tablet, just beginning a vigorous lye reaction. Sparkling, tiny bubbles erupt from the entire surface, rapidly rising toward the water's surface in a mesmerizing dance. As the tablet fizzes relentlessly, its solid structure visibly erodes; its once-sharp edges soften, its mass steadily diminishes, and it sheds tiny white particles, creating a swirling, milky plume. This process gradually transforms the water as the particles deliberately spread throughout the liquid, transforming the once perfectly clear water into a murky, opaque white suspension. The entire scene is bathed in clean, brilliant light, creating sharp highlights along the glass's edges and capturing the light within each bubble, establishing a focused, almost clinical atmosphere of rapid chemical transformation.", + "seed": 880, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_13/index_7959_seed_880_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012466883147135377, + "vlm_logprob": -0.012466883147135377, + "vlm_yes_no_margin": 5.9, + "vlm_token_credit": -0.012466883147135377, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05396977812051773 + ], + "opposite_logprob_tokens": [ + -3.3039698600769043 + ], + "logprob_reward": -0.05396977812051773, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.05396977812051773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04223474860191345, + 0.019161485135555267, + 0.035086050629615784, + 0.47536808252334595, + 0.08882101625204086, + 0.038599979132413864, + 0.05120686814188957, + 0.08652891963720322, + 0.07558678090572357, + 0.08740603178739548 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.05396977812051773 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002514536026865244 + ], + "opposite_logprob_tokens": [ + -6.002514362335205 + ], + "logprob_reward": -0.002514536026865244, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002514536026865244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12355625629425049, + 0.03478987142443657, + 0.03848729282617569, + 0.2666217088699341, + 0.13807208836078644, + 0.04215700551867485, + 0.05745336040854454, + 0.10822967439889908, + 0.06400340795516968, + 0.12662941217422485 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.002514536026865244 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647762048989534 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647762048989534, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647762048989534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07339245826005936, + 0.021177995949983597, + 0.03012172318994999, + 0.22489610314369202, + 0.2628202438354492, + 0.038920219987630844, + 0.027583660557866096, + 0.02520010434091091, + 0.1653800904750824, + 0.13050737977027893 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.004647762048989534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005627478822134435 + ], + "opposite_logprob_tokens": [ + -7.50056266784668 + ], + "logprob_reward": -0.0005627478822134435, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005627478822134435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037159327417612076, + 0.0274040549993515, + 0.024910615757107735, + 0.2911042869091034, + 0.2149764895439148, + 0.021071674302220345, + 0.041672706604003906, + 0.030931688845157623, + 0.12348800897598267, + 0.18728113174438477 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.0005627478822134435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006395916570909321 + ], + "opposite_logprob_tokens": [ + -7.37563943862915 + ], + "logprob_reward": -0.0006395916570909321, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006395916570909321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04223194345831871, + 0.018068276345729828, + 0.04724835976958275, + 0.2576165199279785, + 0.06337730586528778, + 0.034162748605012894, + 0.030683942139148712, + 0.0339716412127018, + 0.1224612221121788, + 0.3501780331134796 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.0006395916570909321 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up gazes directly downward into a simple, transparent cylindrical glass filled with pristine, clear water, resting on a clean, neutral-toned surface. At the bottom of the glass rests a solid, round, chalky tablet, just beginning a vigorous lye reaction. Sparkling, tiny bubbles erupt from the entire surface, rapidly rising toward the water's surface in a mesmerizing dance. As the tablet fizzes relentlessly, its solid structure visibly erodes; its once-sharp edges soften, its mass steadily diminishes, and it sheds tiny white particles, creating a swirling, milky plume. This process gradually transforms the water as the particles deliberately spread throughout the liquid, transforming the once perfectly clear water into a murky, opaque white suspension. The entire scene is bathed in clean, brilliant light, creating sharp highlights along the glass's edges and capturing the light within each bubble, establishing a focused, almost clinical atmosphere of rapid chemical transformation.", + "seed": 881, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_13/index_7959_seed_881_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03654736140742898, + "vlm_logprob": -0.03654736140742898, + "vlm_yes_no_margin": 4.249999976158142, + "vlm_token_credit": -0.03654736140742898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039522551000118256 + ], + "opposite_logprob_tokens": [ + -3.539522647857666 + ], + "logprob_reward": -0.039522551000118256, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.039522551000118256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1140919178724289, + 0.13026557862758636, + 0.1268552839756012, + 0.07316475361585617, + 0.07904165238142014, + 0.24473774433135986, + 0.04701405391097069, + 0.03681172803044319, + 0.10815820842981339, + 0.03985914587974548 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.039522551000118256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005286404862999916 + ], + "opposite_logprob_tokens": [ + -5.25528621673584 + ], + "logprob_reward": -0.005286404862999916, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005286404862999916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12679482996463776, + 0.04165933281183243, + 0.047920189797878265, + 0.21222658455371857, + 0.1159682348370552, + 0.11076964437961578, + 0.10372479259967804, + 0.03832097724080086, + 0.12305252999067307, + 0.07956284284591675 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.005286404862999916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707482278347015 + ], + "opposite_logprob_tokens": [ + -2.127074718475342 + ], + "logprob_reward": -0.12707482278347015, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12707482278347015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052455201745033264, + 0.03520561009645462, + 0.04752424731850624, + 0.06302270293235779, + 0.0724414810538292, + 0.07653375715017319, + 0.07220252603292465, + 0.07089339941740036, + 0.39095696806907654, + 0.11876410990953445 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.12707482278347015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104880150407553 + ], + "opposite_logprob_tokens": [ + -5.504105091094971 + ], + "logprob_reward": -0.004104880150407553, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104880150407553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07958239316940308, + 0.04276760295033455, + 0.03943037614226341, + 0.06861801445484161, + 0.09301598370075226, + 0.10935179144144058, + 0.07133761048316956, + 0.06318037211894989, + 0.30162978172302246, + 0.131086066365242 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.004104880150407553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748148240149021 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748148240149021, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748148240149021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05894412472844124, + 0.0533575564622879, + 0.049386389553546906, + 0.08077561855316162, + 0.04077944532036781, + 0.15588213503360748, + 0.08967430889606476, + 0.06024659425020218, + 0.2968539595603943, + 0.11409995704889297 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.006748148240149021 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up gazes directly downward into a simple, transparent cylindrical glass filled with pristine, clear water, resting on a clean, neutral-toned surface. At the bottom of the glass rests a solid, round, chalky tablet, just beginning a vigorous lye reaction. Sparkling, tiny bubbles erupt from the entire surface, rapidly rising toward the water's surface in a mesmerizing dance. As the tablet fizzes relentlessly, its solid structure visibly erodes; its once-sharp edges soften, its mass steadily diminishes, and it sheds tiny white particles, creating a swirling, milky plume. This process gradually transforms the water as the particles deliberately spread throughout the liquid, transforming the once perfectly clear water into a murky, opaque white suspension. The entire scene is bathed in clean, brilliant light, creating sharp highlights along the glass's edges and capturing the light within each bubble, establishing a focused, almost clinical atmosphere of rapid chemical transformation.", + "seed": 882, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_13/index_7959_seed_882_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05375726539641619, + "vlm_logprob": -0.05375726539641619, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.05375726539641619, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013582786545157433 + ], + "opposite_logprob_tokens": [ + -4.513582706451416 + ], + "logprob_reward": -0.013582786545157433, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013582786545157433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06665831804275513, + 0.048252228647470474, + 0.10839608311653137, + 0.022221127524971962, + 0.019213935360312462, + 0.04481646046042442, + 0.07551345229148865, + 0.5229662656784058, + 0.05523018166422844, + 0.03673199564218521 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.013582786545157433 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866463128477335 + ], + "opposite_logprob_tokens": [ + -4.758664608001709 + ], + "logprob_reward": -0.00866463128477335, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866463128477335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06838756054639816, + 0.06464867293834686, + 0.01658030040562153, + 0.015080871991813183, + 0.009248237125575542, + 0.050010718405246735, + 0.023673860356211662, + 0.5389614105224609, + 0.07197661697864532, + 0.1414317637681961 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.00866463128477335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558170557022095 + ], + "opposite_logprob_tokens": [ + -1.6005816459655762 + ], + "logprob_reward": -0.22558170557022095, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558170557022095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016255246475338936, + 0.024428775534033775, + 0.0793183296918869, + 0.015054656192660332, + 0.016373438760638237, + 0.04749424010515213, + 0.046425625681877136, + 0.6024482250213623, + 0.06116693839430809, + 0.09103452414274216 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.22558170557022095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420846302062273 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.01420846302062273, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420846302062273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01520839985460043, + 0.01562289334833622, + 0.060138996690511703, + 0.012032941915094852, + 0.014272638596594334, + 0.04605073481798172, + 0.03567669913172722, + 0.5789132714271545, + 0.09396187961101532, + 0.1281215399503708 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.01420846302062273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, high-angle close-up looking directly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a transparent cylindrical glass filled with clear water resting on a clean, neutral-toned surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solid, round, chalky tablet visible at the bottom of the glass undergoing a vigorous reaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny bubbles erupt from the tablet's surface and rise rapidly, while the tablet visibly erodes and sheds white particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water transform from clear to a murky, opaque white suspension, and is the scene bathed in clean, brilliant light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748740561306477 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748740561306477, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748740561306477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011453082785010338, + 0.024744577705860138, + 0.022850116714835167, + 0.009715020656585693, + 0.014863360673189163, + 0.04486728832125664, + 0.03568670153617859, + 0.619465708732605, + 0.09701722860336304, + 0.11933695524930954 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.006748740561306477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_14/index_tensor([5654, 5654])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_14/index_tensor([5654, 5654])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dd15675a0d766ffcdafb73c04bc7526e3dca2090 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_14/index_tensor([5654, 5654])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot slowly descends upon an astronaut, crouched on one knee on the rust-colored surface of Mars. The astronaut wears a pristine, white, high-tech spacesuit made of durable, micro-textured fabric, with dark gray articulated joints at the elbows and knees. The polished gold visor of their helmet reflects the distorted panorama of the desolate, rocky landscape. Concentrated and steady with their hands, the astronaut carefully wields a smooth, matte-black carving tool, its tip emitting a concentrated, silent beam of energy. They deliberately trace the final curve of the last letter in the phrase \"Artificial Analysis\" into the fine-grained Martian regolith. As the tool completes its path, the soil it contacts burns into smooth, dark, glassy text. Immediately, the newly formed letters begin to shimmer with a bright, cool blue glow, joining the other already glowing words. This ethereal blue contrasts sharply with the predominant red-orange hues of the surrounding terrain and the harsh, direct light of the distant sun, which casts long, stark shadows. In a sky of thin, butterscotch hues, disappearing into the blackness of space, a solitary, bright point of light hangs like a suspended sapphire – a tiny blue dot on Earth, silently bearing witness to this profound act, creating an atmosphere of immense loneliness and focused futuristic purpose.", + "seed": 29984, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_14/index_5654_seed_29984_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2020465006120503, + "vlm_logprob": -0.2020465006120503, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.2020465006120503, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06554713100194931 + ], + "opposite_logprob_tokens": [ + -2.815547227859497 + ], + "logprob_reward": -0.06554713100194931, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06554713100194931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25863319635391235, + 0.07050105929374695, + 0.11030028015375137, + 0.1334260255098343, + 0.08992873132228851, + 0.07078954577445984, + 0.033941082656383514, + 0.03470752015709877, + 0.07077858597040176, + 0.12699390947818756 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.06554713100194931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060636319220066 + ], + "opposite_logprob_tokens": [ + -3.895606279373169 + ], + "logprob_reward": -0.02060636319220066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060636319220066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43526139855384827, + 0.27040642499923706, + 0.020211439579725266, + 0.01179599855095148, + 0.028239252045750618, + 0.01619572751224041, + 0.019139783456921577, + 0.03956380486488342, + 0.028086677193641663, + 0.13109949231147766 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02060636319220066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577879428863525 + ], + "opposite_logprob_tokens": [ + -0.6327879428863525 + ], + "logprob_reward": -0.7577879428863525, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577879428863525, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.027271680533885956, + 0.0137137146666646, + 0.00900255050510168, + 0.016166869550943375, + 0.005912347696721554, + 0.011009324342012405, + 0.013884439133107662, + 0.01740596815943718, + 0.05064773932099342, + 0.8349853754043579 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.7577879428863525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595545070245862 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.00595545070245862, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595545070245862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09087667614221573, + 0.029231108725070953, + 0.018935024738311768, + 0.013361903838813305, + 0.013462855480611324, + 0.02083001472055912, + 0.0261230506002903, + 0.0416739284992218, + 0.22114840149879456, + 0.5243570804595947 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.00595545070245862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033561527729034 + ], + "opposite_logprob_tokens": [ + -1.910335659980774 + ], + "logprob_reward": -0.16033561527729034, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033561527729034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14041204750537872, + 0.05671103671193123, + 0.06299015134572983, + 0.05915927141904831, + 0.06007070094347, + 0.1577342450618744, + 0.10685600340366364, + 0.17414438724517822, + 0.07622795552015305, + 0.10569416731595993 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.16033561527729034 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot slowly descends upon an astronaut, crouched on one knee on the rust-colored surface of Mars. The astronaut wears a pristine, white, high-tech spacesuit made of durable, micro-textured fabric, with dark gray articulated joints at the elbows and knees. The polished gold visor of their helmet reflects the distorted panorama of the desolate, rocky landscape. Concentrated and steady with their hands, the astronaut carefully wields a smooth, matte-black carving tool, its tip emitting a concentrated, silent beam of energy. They deliberately trace the final curve of the last letter in the phrase \"Artificial Analysis\" into the fine-grained Martian regolith. As the tool completes its path, the soil it contacts burns into smooth, dark, glassy text. Immediately, the newly formed letters begin to shimmer with a bright, cool blue glow, joining the other already glowing words. This ethereal blue contrasts sharply with the predominant red-orange hues of the surrounding terrain and the harsh, direct light of the distant sun, which casts long, stark shadows. In a sky of thin, butterscotch hues, disappearing into the blackness of space, a solitary, bright point of light hangs like a suspended sapphire – a tiny blue dot on Earth, silently bearing witness to this profound act, creating an atmosphere of immense loneliness and focused futuristic purpose.", + "seed": 29985, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_14/index_5654_seed_29985_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22457395493984222, + "vlm_logprob": -0.22457395493984222, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.22457395493984222, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06153412535786629 + ], + "opposite_logprob_tokens": [ + -2.9365341663360596 + ], + "logprob_reward": -0.06153412535786629, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06153412535786629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14821012318134308, + 0.04806771129369736, + 0.23765157163143158, + 0.09296019375324249, + 0.15571370720863342, + 0.13054004311561584, + 0.09009456634521484, + 0.025526531040668488, + 0.037472840398550034, + 0.033762697130441666 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.06153412535786629 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038119908422231674 + ], + "opposite_logprob_tokens": [ + -3.2881197929382324 + ], + "logprob_reward": -0.038119908422231674, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038119908422231674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1416732221841812, + 0.05523817986249924, + 0.2734517455101013, + 0.11636929214000702, + 0.043491944670677185, + 0.09137407690286636, + 0.18967114388942719, + 0.022522946819663048, + 0.03699898347258568, + 0.029208524152636528 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.038119908422231674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261446356773376 + ], + "opposite_logprob_tokens": [ + -0.5761446356773376 + ], + "logprob_reward": -0.8261446356773376, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261446356773376, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08217830955982208, + 0.10708529502153397, + 0.1866840422153473, + 0.07636644691228867, + 0.12096500396728516, + 0.05702903866767883, + 0.1451970934867859, + 0.12818367779254913, + 0.016274571418762207, + 0.08003654330968857 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.8261446356773376 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004782557487488 + ], + "opposite_logprob_tokens": [ + -2.6950478553771973 + ], + "logprob_reward": -0.07004782557487488, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004782557487488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05646832659840584, + 0.13455648720264435, + 0.11633440107107162, + 0.037056080996990204, + 0.18712961673736572, + 0.057070132344961166, + 0.12041259557008743, + 0.08310826122760773, + 0.10991940647363663, + 0.09794468432664871 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.07004782557487488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702327966690063 + ], + "opposite_logprob_tokens": [ + -2.127023220062256 + ], + "logprob_reward": -0.12702327966690063, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702327966690063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3090842366218567, + 0.10726740211248398, + 0.0670955702662468, + 0.04251544922590256, + 0.07642892748117447, + 0.03176368772983551, + 0.08859468251466751, + 0.0360342338681221, + 0.10281486809253693, + 0.13840097188949585 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.12702327966690063 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot slowly descends upon an astronaut, crouched on one knee on the rust-colored surface of Mars. The astronaut wears a pristine, white, high-tech spacesuit made of durable, micro-textured fabric, with dark gray articulated joints at the elbows and knees. The polished gold visor of their helmet reflects the distorted panorama of the desolate, rocky landscape. Concentrated and steady with their hands, the astronaut carefully wields a smooth, matte-black carving tool, its tip emitting a concentrated, silent beam of energy. They deliberately trace the final curve of the last letter in the phrase \"Artificial Analysis\" into the fine-grained Martian regolith. As the tool completes its path, the soil it contacts burns into smooth, dark, glassy text. Immediately, the newly formed letters begin to shimmer with a bright, cool blue glow, joining the other already glowing words. This ethereal blue contrasts sharply with the predominant red-orange hues of the surrounding terrain and the harsh, direct light of the distant sun, which casts long, stark shadows. In a sky of thin, butterscotch hues, disappearing into the blackness of space, a solitary, bright point of light hangs like a suspended sapphire – a tiny blue dot on Earth, silently bearing witness to this profound act, creating an atmosphere of immense loneliness and focused futuristic purpose.", + "seed": 29986, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_14/index_5654_seed_29986_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.33479379676282406, + "vlm_logprob": -0.33479379676282406, + "vlm_yes_no_margin": 1.875000011920929, + "vlm_token_credit": -0.33479379676282406, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07651648670434952 + ], + "opposite_logprob_tokens": [ + -2.7015163898468018 + ], + "logprob_reward": -0.07651648670434952, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07651648670434952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12915745377540588, + 0.06136944517493248, + 0.18212489783763885, + 0.07633008062839508, + 0.07573601603507996, + 0.16528955101966858, + 0.037570156157016754, + 0.12455769628286362, + 0.06582798063755035, + 0.08203671872615814 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.07651648670434952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308804258704185 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308804258704185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308804258704185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.172528475522995, + 0.041991692036390305, + 0.05457266420125961, + 0.06020721048116684, + 0.015128329396247864, + 0.2630927860736847, + 0.03739960864186287, + 0.1607939749956131, + 0.0759570300579071, + 0.11832825839519501 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.023308804258704185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134114742279053 + ], + "opposite_logprob_tokens": [ + -0.31341153383255005 + ], + "logprob_reward": -1.3134114742279053, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3134114742279053, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06586097180843353, + 0.029913537204265594, + 0.05451524257659912, + 0.07129422575235367, + 0.0163005031645298, + 0.12507790327072144, + 0.03280680626630783, + 0.4729461371898651, + 0.09243600815534592, + 0.03884870186448097 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -1.3134114742279053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037437081336975 + ], + "opposite_logprob_tokens": [ + -2.350374460220337 + ], + "logprob_reward": -0.10037437081336975, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037437081336975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0360085628926754, + 0.021349284797906876, + 0.04875153675675392, + 0.057507455348968506, + 0.015647144988179207, + 0.1852090060710907, + 0.03723889961838722, + 0.25624024868011475, + 0.11823464184999466, + 0.22381317615509033 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.10037437081336975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035784780979156 + ], + "opposite_logprob_tokens": [ + -1.9103578329086304 + ], + "logprob_reward": -0.16035784780979156, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035784780979156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07501540333032608, + 0.012062913738191128, + 0.04032161831855774, + 0.031924035400152206, + 0.021124662831425667, + 0.41180604696273804, + 0.01594594120979309, + 0.2008812129497528, + 0.05873016640543938, + 0.13218796253204346 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.16035784780979156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot slowly descends upon an astronaut, crouched on one knee on the rust-colored surface of Mars. The astronaut wears a pristine, white, high-tech spacesuit made of durable, micro-textured fabric, with dark gray articulated joints at the elbows and knees. The polished gold visor of their helmet reflects the distorted panorama of the desolate, rocky landscape. Concentrated and steady with their hands, the astronaut carefully wields a smooth, matte-black carving tool, its tip emitting a concentrated, silent beam of energy. They deliberately trace the final curve of the last letter in the phrase \"Artificial Analysis\" into the fine-grained Martian regolith. As the tool completes its path, the soil it contacts burns into smooth, dark, glassy text. Immediately, the newly formed letters begin to shimmer with a bright, cool blue glow, joining the other already glowing words. This ethereal blue contrasts sharply with the predominant red-orange hues of the surrounding terrain and the harsh, direct light of the distant sun, which casts long, stark shadows. In a sky of thin, butterscotch hues, disappearing into the blackness of space, a solitary, bright point of light hangs like a suspended sapphire – a tiny blue dot on Earth, silently bearing witness to this profound act, creating an atmosphere of immense loneliness and focused futuristic purpose.", + "seed": 29987, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_14/index_5654_seed_29987_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21384489480406046, + "vlm_logprob": -0.21384489480406046, + "vlm_yes_no_margin": 2.549999976158142, + "vlm_token_credit": -0.21384489480406046, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06714273244142532 + ], + "opposite_logprob_tokens": [ + -2.9421427249908447 + ], + "logprob_reward": -0.06714273244142532, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06714273244142532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12917974591255188, + 0.06890401244163513, + 0.06353480368852615, + 0.3628328740596771, + 0.06536608934402466, + 0.03561282902956009, + 0.026449359953403473, + 0.054632045328617096, + 0.059780921787023544, + 0.1337074339389801 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.06714273244142532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020610567182302475 + ], + "opposite_logprob_tokens": [ + -3.8956105709075928 + ], + "logprob_reward": -0.020610567182302475, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020610567182302475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09565353393554688, + 0.1164076179265976, + 0.15784156322479248, + 0.05957726761698723, + 0.08198448270559311, + 0.0160177331417799, + 0.04148182272911072, + 0.08731700479984283, + 0.03610827401280403, + 0.30761072039604187 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.020610567182302475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261408805847168 + ], + "opposite_logprob_tokens": [ + -0.5761408805847168 + ], + "logprob_reward": -0.8261408805847168, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261408805847168, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10852792114019394, + 0.06228180602192879, + 0.06350885331630707, + 0.24347619712352753, + 0.07180718332529068, + 0.025131555274128914, + 0.037860989570617676, + 0.026351923123002052, + 0.0734524354338646, + 0.28760114312171936 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.8261408805847168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552776373922825 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552776373922825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552776373922825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05044021084904671, + 0.032327428460121155, + 0.03259313851594925, + 0.10743454098701477, + 0.0894443467259407, + 0.027163425460457802, + 0.04571894556283951, + 0.07571457326412201, + 0.06151992455124855, + 0.47764351963996887 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.012552776373922825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and slowly descending upon the astronaut?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a white high-tech spacesuit with dark gray articulated joints at the elbows and knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using a matte-black carving tool to etch the phrase 'Artificial Analysis' into the Martian regolith?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carved letters glow with a bright, cool blue light that contrasts with the red-orange terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a solitary bright blue point of light visible in the butterscotch sky representing Earth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277751743793488 + ], + "opposite_logprob_tokens": [ + -2.017777442932129 + ], + "logprob_reward": -0.14277751743793488, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14277751743793488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18551795184612274, + 0.04815700650215149, + 0.06980005651712418, + 0.15859639644622803, + 0.06659883260726929, + 0.04325747489929199, + 0.04313243180513382, + 0.07530874013900757, + 0.06955523788928986, + 0.240075945854187 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.14277751743793488 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_15/index_tensor([5583, 5583])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_15/index_tensor([5583, 5583])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9aa1062d2bfd5e4eded5e68577a73b4b5718b108 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_15/index_tensor([5583, 5583])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This static, medium close-up, shot at eye level, captures a young woman with long, wavy honey-blonde hair gently draped over her shoulders. She sits on the floor of a comfortable, modern living room, wearing an oversized cream sweater. Before her, a small, colorful toy rests on a low wooden coffee table. The scene is illuminated by a blend of soft, diffused sunlight from an unseen window and the warm glow of a nearby lamp, creating a gentle play of light and shadow. She rhythmically sways her upper body from side to side with a gentle, almost hypnotic movement. As she speaks, her mouth moves expressively, and she casually turns her head to the side for a moment before returning her gaze to the front again. Throughout this movement, her arms hang loosely at her sides, her hands swaying slightly with her body, creating an atmosphere of tranquility, openness, and a touch of whimsy.", + "seed": 1666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_15/index_5583_seed_1666_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.033164689969271424, + "vlm_logprob": -0.033164689969271424, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.033164689969271424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04221053421497345 + ], + "opposite_logprob_tokens": [ + -3.417210578918457 + ], + "logprob_reward": -0.04221053421497345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04221053421497345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1188502237200737, + 0.2692801356315613, + 0.03966318815946579, + 0.045539986342191696, + 0.04249609261751175, + 0.16207769513130188, + 0.12143713235855103, + 0.11165323108434677, + 0.03804741054773331, + 0.050954971462488174 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.04221053421497345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964694079011679 + ], + "opposite_logprob_tokens": [ + -5.130964756011963 + ], + "logprob_reward": -0.005964694079011679, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964694079011679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1828029304742813, + 0.09122645854949951, + 0.05483773350715637, + 0.05635891854763031, + 0.04768182709813118, + 0.08154451847076416, + 0.03245563805103302, + 0.07551850378513336, + 0.07004903256893158, + 0.3075244724750519 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.005964694079011679 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062052205204963684 + ], + "opposite_logprob_tokens": [ + -2.8120522499084473 + ], + "logprob_reward": -0.062052205204963684, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062052205204963684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07208292931318283, + 0.08644706010818481, + 0.055157680064439774, + 0.03575415536761284, + 0.1185084730386734, + 0.0313839428126812, + 0.10174241662025452, + 0.05953246355056763, + 0.04348234087228775, + 0.39590850472450256 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.062052205204963684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430605448782444 + ], + "opposite_logprob_tokens": [ + -3.168060541152954 + ], + "logprob_reward": -0.0430605448782444, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430605448782444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06707532703876495, + 0.22024329006671906, + 0.02536228857934475, + 0.056890979409217834, + 0.041234999895095825, + 0.06439580768346786, + 0.04196706414222717, + 0.1709659844636917, + 0.07491611689329147, + 0.23694810271263123 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.0430605448782444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535471469163895 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535471469163895, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535471469163895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11423608660697937, + 0.11323604732751846, + 0.04924426227807999, + 0.030741063877940178, + 0.03708333522081375, + 0.07315892726182938, + 0.06919801980257034, + 0.06050071865320206, + 0.03611573204398155, + 0.41648587584495544 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.012535471469163895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, medium close-up, shot at eye level, captures a young woman with long, wavy honey-blonde hair gently draped over her shoulders. She sits on the floor of a comfortable, modern living room, wearing an oversized cream sweater. Before her, a small, colorful toy rests on a low wooden coffee table. The scene is illuminated by a blend of soft, diffused sunlight from an unseen window and the warm glow of a nearby lamp, creating a gentle play of light and shadow. She rhythmically sways her upper body from side to side with a gentle, almost hypnotic movement. As she speaks, her mouth moves expressively, and she casually turns her head to the side for a moment before returning her gaze to the front again. Throughout this movement, her arms hang loosely at her sides, her hands swaying slightly with her body, creating an atmosphere of tranquility, openness, and a touch of whimsy.", + "seed": 1667, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_15/index_5583_seed_1667_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04089953536167741, + "vlm_logprob": -0.04089953536167741, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.04089953536167741, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04963909462094307 + ], + "opposite_logprob_tokens": [ + -3.1746389865875244 + ], + "logprob_reward": -0.04963909462094307, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04963909462094307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30520695447921753, + 0.18159061670303345, + 0.06337864696979523, + 0.14128169417381287, + 0.04271326959133148, + 0.07223677635192871, + 0.026838412508368492, + 0.07339425384998322, + 0.07854552567005157, + 0.014813925139605999 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04963909462094307 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103217739611864 + ], + "opposite_logprob_tokens": [ + -5.504103183746338 + ], + "logprob_reward": -0.004103217739611864, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103217739611864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25186723470687866, + 0.09092766046524048, + 0.17138338088989258, + 0.14556841552257538, + 0.0367414616048336, + 0.07036734372377396, + 0.029885536059737206, + 0.09383104741573334, + 0.056121982634067535, + 0.05330592393875122 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.004103217739611864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706464529037476 + ], + "opposite_logprob_tokens": [ + -2.1270647048950195 + ], + "logprob_reward": -0.12706464529037476, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706464529037476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08933870494365692, + 0.34085986018180847, + 0.0883130133152008, + 0.21576981246471405, + 0.030004166066646576, + 0.1102408692240715, + 0.013278625905513763, + 0.021526262164115906, + 0.08045980334281921, + 0.010208867490291595 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.12706464529037476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160652007907629 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.0160652007907629, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160652007907629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10466167330741882, + 0.1917850226163864, + 0.03128910809755325, + 0.06953758001327515, + 0.06071284040808678, + 0.1393154263496399, + 0.12474324554204941, + 0.1657572239637375, + 0.09968767315149307, + 0.0125102074816823 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.0160652007907629 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762551836669445 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762551836669445, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762551836669445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11425048112869263, + 0.187604621052742, + 0.06551099568605423, + 0.1626560389995575, + 0.09529335051774979, + 0.14846442639827728, + 0.039971042424440384, + 0.04808638617396355, + 0.1177753210067749, + 0.020387345924973488 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.00762551836669445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, medium close-up, shot at eye level, captures a young woman with long, wavy honey-blonde hair gently draped over her shoulders. She sits on the floor of a comfortable, modern living room, wearing an oversized cream sweater. Before her, a small, colorful toy rests on a low wooden coffee table. The scene is illuminated by a blend of soft, diffused sunlight from an unseen window and the warm glow of a nearby lamp, creating a gentle play of light and shadow. She rhythmically sways her upper body from side to side with a gentle, almost hypnotic movement. As she speaks, her mouth moves expressively, and she casually turns her head to the side for a moment before returning her gaze to the front again. Throughout this movement, her arms hang loosely at her sides, her hands swaying slightly with her body, creating an atmosphere of tranquility, openness, and a touch of whimsy.", + "seed": 1668, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_15/index_5583_seed_1668_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02327066524885595, + "vlm_logprob": -0.02327066524885595, + "vlm_yes_no_margin": 4.224999952316284, + "vlm_token_credit": -0.02327066524885595, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.061466194689273834 + ], + "opposite_logprob_tokens": [ + -2.9364662170410156 + ], + "logprob_reward": -0.061466194689273834, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.061466194689273834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2474508434534073, + 0.03692629933357239, + 0.02739742025732994, + 0.046940889209508896, + 0.39490634202957153, + 0.029067249968647957, + 0.060171253979206085, + 0.08874716609716415, + 0.030048705637454987, + 0.03834381699562073 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.061466194689273834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749924272298813 + ], + "opposite_logprob_tokens": [ + -5.006750106811523 + ], + "logprob_reward": -0.006749924272298813, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749924272298813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3815512955188751, + 0.05589767545461655, + 0.04585045576095581, + 0.02107613906264305, + 0.23014432191848755, + 0.02010032720863819, + 0.1183290034532547, + 0.020932747051119804, + 0.06032811105251312, + 0.04578987509012222 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.006749924272298813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184378743171692 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.018184378743171692, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018184378743171692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2376871407032013, + 0.100063756108284, + 0.10836172848939896, + 0.0564267672598362, + 0.10602366924285889, + 0.11740795522928238, + 0.09528795629739761, + 0.07216691970825195, + 0.0489194393157959, + 0.05765466019511223 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.018184378743171692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339692994952202 + ], + "opposite_logprob_tokens": [ + -3.6513397693634033 + ], + "logprob_reward": -0.026339692994952202, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339692994952202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3944411277770996, + 0.025579646229743958, + 0.026030538603663445, + 0.031201938167214394, + 0.20628266036510468, + 0.042547404766082764, + 0.04982348158955574, + 0.11934962868690491, + 0.08789096772670746, + 0.01685262843966484 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.026339692994952202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036131355445832014 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036131355445832014, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036131355445832014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34410616755485535, + 0.030390426516532898, + 0.019723018631339073, + 0.03361989185214043, + 0.2271672487258911, + 0.040556326508522034, + 0.20204484462738037, + 0.047609277069568634, + 0.03333807736635208, + 0.021444668993353844 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0036131355445832014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, medium close-up, shot at eye level, captures a young woman with long, wavy honey-blonde hair gently draped over her shoulders. She sits on the floor of a comfortable, modern living room, wearing an oversized cream sweater. Before her, a small, colorful toy rests on a low wooden coffee table. The scene is illuminated by a blend of soft, diffused sunlight from an unseen window and the warm glow of a nearby lamp, creating a gentle play of light and shadow. She rhythmically sways her upper body from side to side with a gentle, almost hypnotic movement. As she speaks, her mouth moves expressively, and she casually turns her head to the side for a moment before returning her gaze to the front again. Throughout this movement, her arms hang loosely at her sides, her hands swaying slightly with her body, creating an atmosphere of tranquility, openness, and a touch of whimsy.", + "seed": 1669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_15/index_5583_seed_1669_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01789308274164796, + "vlm_logprob": -0.01789308274164796, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.01789308274164796, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03829534351825714 + ], + "opposite_logprob_tokens": [ + -3.538295269012451 + ], + "logprob_reward": -0.03829534351825714, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03829534351825714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1352045089006424, + 0.04362188279628754, + 0.09391555935144424, + 0.050361473113298416, + 0.34946408867836, + 0.1108066514134407, + 0.07976086437702179, + 0.043873950839042664, + 0.040755223482847214, + 0.05223583057522774 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.03829534351825714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028254371136426926 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.0028254371136426926, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028254371136426926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1511768400669098, + 0.05261409282684326, + 0.07566942274570465, + 0.06511462479829788, + 0.37808850407600403, + 0.07796517759561539, + 0.039240945130586624, + 0.08157055079936981, + 0.0326220728456974, + 0.04593776911497116 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0028254371136426926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061680391430855 + ], + "opposite_logprob_tokens": [ + -4.141061782836914 + ], + "logprob_reward": -0.016061680391430855, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061680391430855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12671217322349548, + 0.07990877330303192, + 0.22860735654830933, + 0.0870404988527298, + 0.27682653069496155, + 0.07280945777893066, + 0.05192718282341957, + 0.02055094577372074, + 0.025619838386774063, + 0.029997197911143303 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.016061680391430855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633899636566639 + ], + "opposite_logprob_tokens": [ + -3.651339054107666 + ], + "logprob_reward": -0.02633899636566639, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633899636566639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09588157385587692, + 0.09742114692926407, + 0.11476732790470123, + 0.0828704759478569, + 0.16205336153507233, + 0.06893180310726166, + 0.06636285781860352, + 0.1485254168510437, + 0.045379169285297394, + 0.11780693382024765 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.02633899636566639 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young woman with long, wavy honey-blonde hair wearing an oversized cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a modern living room with a low wooden coffee table holding a small colorful toy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman rhythmically sway her upper body from side to side while her arms hang loosely at her sides?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft diffused sunlight and a warm lamp glow creating visible light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943956319242716 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943956319242716, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943956319242716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1920194774866104, + 0.1458747386932373, + 0.062481559813022614, + 0.04842434078454971, + 0.19658146798610687, + 0.15102554857730865, + 0.07182024419307709, + 0.050296008586883545, + 0.03910418599843979, + 0.04237236827611923 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.005943956319242716 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_2/index_tensor([8091, 8091])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_2/index_tensor([8091, 8091])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..71c37e4d60f123fe21462d9b3bcc4e41d3afb07a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_2/index_tensor([8091, 8091])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth medium shot pans right, following a playful Korean girl. Her long, dark brown hair is casually tied into a high ponytail, with strands falling against her cheeks. A playful dusting of white flour adorns the tip of her nose. She wears a subtle mint green apron tied over a simple white T-shirt. She stands in a brightly colored kitchen, set against a backdrop of soft yellow cabinets and polished white quartz countertops. Warm, bright morning light streams in from a side window, illuminating the fine dust particles hanging in the air. She hums a cheerful tune as she concentrates on piping fluffy white buttercream onto a cupcake resting on a wooden cutting board, using a piping bag in steady, graceful spirals. As she finishes one cupcake and briskly moves to the next, the camera precisely captures the subtle sway of her body and the deft movements of her wrist. The entire scene is bathed in soft, natural light, creating a warm atmosphere of creative playfulness and lighthearted joy.", + "seed": 32565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_2/index_8091_seed_32565_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17707179905846715, + "vlm_logprob": -0.17707179905846715, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.17707179905846715, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031316086649894714 + ], + "opposite_logprob_tokens": [ + -3.531316041946411 + ], + "logprob_reward": -0.031316086649894714, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031316086649894714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24420079588890076, + 0.07903341203927994, + 0.0872035026550293, + 0.027930784970521927, + 0.2075641006231308, + 0.08831458538770676, + 0.03623553737998009, + 0.06184255704283714, + 0.05409902334213257, + 0.11357566714286804 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.031316086649894714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904796838760376 + ], + "opposite_logprob_tokens": [ + -2.464047908782959 + ], + "logprob_reward": -0.08904796838760376, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904796838760376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09942138940095901, + 0.05558277294039726, + 0.040989555418491364, + 0.05729152262210846, + 0.08904006332159042, + 0.07165681570768356, + 0.03449026122689247, + 0.44565367698669434, + 0.061499714851379395, + 0.04437427222728729 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.08904796838760376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036199060268700123 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036199060268700123, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036199060268700123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19487318396568298, + 0.03715229034423828, + 0.05061250552535057, + 0.033932384103536606, + 0.05669556185603142, + 0.11676976084709167, + 0.03211494907736778, + 0.08742669224739075, + 0.051620084792375565, + 0.33880260586738586 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0036199060268700123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036123041063547134 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036123041063547134, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036123041063547134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19478902220726013, + 0.09325738996267319, + 0.07859472185373306, + 0.07120592892169952, + 0.08762612193822861, + 0.056484732776880264, + 0.029787320643663406, + 0.1969330906867981, + 0.08767403662204742, + 0.1036476343870163 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0036123041063547134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577627301216125 + ], + "opposite_logprob_tokens": [ + -0.6327627301216125 + ], + "logprob_reward": -0.7577627301216125, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577627301216125, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0822247564792633, + 0.032983940094709396, + 0.03377700597047806, + 0.07410335540771484, + 0.11601860076189041, + 0.05919872596859932, + 0.06044624745845795, + 0.34046998620033264, + 0.14082689583301544, + 0.05995050072669983 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.7577627301216125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "smooth medium shot pans right, following a playful Korean girl. Her long, dark brown hair is casually tied into a high ponytail, with strands falling against her cheeks. A playful dusting of white flour adorns the tip of her nose. She wears a subtle mint green apron tied over a simple white T-shirt. She stands in a brightly colored kitchen, set against a backdrop of soft yellow cabinets and polished white quartz countertops. Warm, bright morning light streams in from a side window, illuminating the fine dust particles hanging in the air. She hums a cheerful tune as she concentrates on piping fluffy white buttercream onto a cupcake resting on a wooden cutting board, using a piping bag in steady, graceful spirals. As she finishes one cupcake and briskly moves to the next, the camera precisely captures the subtle sway of her body and the deft movements of her wrist. The entire scene is bathed in soft, natural light, creating a warm atmosphere of creative playfulness and lighthearted joy.", + "seed": 32566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_2/index_8091_seed_32566_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09147462081164122, + "vlm_logprob": -0.09147462081164122, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.09147462081164122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035409729927778244 + ], + "opposite_logprob_tokens": [ + -3.410409688949585 + ], + "logprob_reward": -0.035409729927778244, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035409729927778244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0827932357788086, + 0.07321804761886597, + 0.05425799638032913, + 0.06464172899723053, + 0.05594580993056297, + 0.06122627854347229, + 0.08408549427986145, + 0.4055628180503845, + 0.053362518548965454, + 0.06490607559680939 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.035409729927778244 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032735764980316 + ], + "opposite_logprob_tokens": [ + -2.350327253341675 + ], + "logprob_reward": -0.10032735764980316, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032735764980316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13889625668525696, + 0.0712018758058548, + 0.15455745160579681, + 0.06606034189462662, + 0.06465691328048706, + 0.12494080513715744, + 0.05483561009168625, + 0.07909832149744034, + 0.05536826699972153, + 0.1903841346502304 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.10032735764980316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036187181249260902 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036187181249260902, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036187181249260902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07786549627780914, + 0.04023624584078789, + 0.027142062783241272, + 0.028034556657075882, + 0.05041159689426422, + 0.04059617593884468, + 0.05362120270729065, + 0.5215703248977661, + 0.04707186669111252, + 0.11345051229000092 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0036187181249260902 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636252298951149 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636252298951149, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636252298951149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062346719205379486, + 0.05122986435890198, + 0.03692536801099777, + 0.0733090490102768, + 0.20909956097602844, + 0.08000410348176956, + 0.0736556425690651, + 0.3182128369808197, + 0.01765304058790207, + 0.07756387442350388 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.004636252298951149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31338104605674744 + ], + "opposite_logprob_tokens": [ + -1.3133810758590698 + ], + "logprob_reward": -0.31338104605674744, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31338104605674744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03248149901628494, + 0.03810383751988411, + 0.08955633640289307, + 0.11945895105600357, + 0.09520284086465836, + 0.06380271911621094, + 0.154183030128479, + 0.32157647609710693, + 0.024784114211797714, + 0.06085025146603584 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.31338104605674744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth medium shot pans right, following a playful Korean girl. Her long, dark brown hair is casually tied into a high ponytail, with strands falling against her cheeks. A playful dusting of white flour adorns the tip of her nose. She wears a subtle mint green apron tied over a simple white T-shirt. She stands in a brightly colored kitchen, set against a backdrop of soft yellow cabinets and polished white quartz countertops. Warm, bright morning light streams in from a side window, illuminating the fine dust particles hanging in the air. She hums a cheerful tune as she concentrates on piping fluffy white buttercream onto a cupcake resting on a wooden cutting board, using a piping bag in steady, graceful spirals. As she finishes one cupcake and briskly moves to the next, the camera precisely captures the subtle sway of her body and the deft movements of her wrist. The entire scene is bathed in soft, natural light, creating a warm atmosphere of creative playfulness and lighthearted joy.", + "seed": 32567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_2/index_8091_seed_32567_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06609392105601727, + "vlm_logprob": -0.06609392105601727, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.06609392105601727, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05014818161725998 + ], + "opposite_logprob_tokens": [ + -3.0501482486724854 + ], + "logprob_reward": -0.05014818161725998, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05014818161725998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06125928834080696, + 0.4758458435535431, + 0.05184721201658249, + 0.0404190868139267, + 0.0749235674738884, + 0.08832558989524841, + 0.14022275805473328, + 0.018261631950736046, + 0.020270759239792824, + 0.028624223545193672 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.05014818161725998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003381848335266 + ], + "opposite_logprob_tokens": [ + -2.6950337886810303 + ], + "logprob_reward": -0.07003381848335266, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003381848335266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11147285252809525, + 0.27460426092147827, + 0.06867259740829468, + 0.03257765993475914, + 0.06769481301307678, + 0.05086066201329231, + 0.2506546676158905, + 0.06834640353918076, + 0.0495760552585125, + 0.025539973750710487 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.07003381848335266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028221087995916605 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028221087995916605, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028221087995916605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10754828155040741, + 0.33663681149482727, + 0.08552507311105728, + 0.09555530548095703, + 0.05107492208480835, + 0.07751380652189255, + 0.15463101863861084, + 0.0406513549387455, + 0.01880388893187046, + 0.03205955773591995 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.0028221087995916605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947392899543047 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947392899543047, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947392899543047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08491874486207962, + 0.03311281278729439, + 0.07298123091459274, + 0.03494377061724663, + 0.3722180128097534, + 0.09679054468870163, + 0.16027861833572388, + 0.051969174295663834, + 0.032746780663728714, + 0.060040298849344254 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.005947392899543047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20151810348033905 + ], + "opposite_logprob_tokens": [ + -1.7015180587768555 + ], + "logprob_reward": -0.20151810348033905, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20151810348033905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025552183389663696, + 0.1269751638174057, + 0.026338523253798485, + 0.019570982083678246, + 0.07383540272712708, + 0.05568936467170715, + 0.5203384757041931, + 0.0492229126393795, + 0.06901641190052032, + 0.03346062824130058 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.20151810348033905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth medium shot pans right, following a playful Korean girl. Her long, dark brown hair is casually tied into a high ponytail, with strands falling against her cheeks. A playful dusting of white flour adorns the tip of her nose. She wears a subtle mint green apron tied over a simple white T-shirt. She stands in a brightly colored kitchen, set against a backdrop of soft yellow cabinets and polished white quartz countertops. Warm, bright morning light streams in from a side window, illuminating the fine dust particles hanging in the air. She hums a cheerful tune as she concentrates on piping fluffy white buttercream onto a cupcake resting on a wooden cutting board, using a piping bag in steady, graceful spirals. As she finishes one cupcake and briskly moves to the next, the camera precisely captures the subtle sway of her body and the deft movements of her wrist. The entire scene is bathed in soft, natural light, creating a warm atmosphere of creative playfulness and lighthearted joy.", + "seed": 32568, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_2/index_8091_seed_32568_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04910175330005586, + "vlm_logprob": -0.04910175330005586, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.04910175330005586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03960505127906799 + ], + "opposite_logprob_tokens": [ + -3.289605140686035 + ], + "logprob_reward": -0.03960505127906799, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03960505127906799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15268196165561676, + 0.02632812224328518, + 0.6142166256904602, + 0.022991908714175224, + 0.014968358911573887, + 0.012766363099217415, + 0.029568327590823174, + 0.03225518390536308, + 0.0358961746096611, + 0.05832694470882416 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.03960505127906799 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003183051943779 + ], + "opposite_logprob_tokens": [ + -2.350318193435669 + ], + "logprob_reward": -0.1003183051943779, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003183051943779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11671901494264603, + 0.11344370245933533, + 0.47208377718925476, + 0.029208960011601448, + 0.03295773267745972, + 0.03282025828957558, + 0.02809286303818226, + 0.031267717480659485, + 0.05722783878445625, + 0.08617814630270004 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.1003183051943779 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491943072527647 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.002491943072527647, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491943072527647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3773539066314697, + 0.10738860070705414, + 0.04974162578582764, + 0.056494783610105515, + 0.06210900843143463, + 0.053755175322294235, + 0.06450312584638596, + 0.02925156056880951, + 0.09202870726585388, + 0.10737345367670059 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.002491943072527647 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817115979269147 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.002817115979269147, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817115979269147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04202140495181084, + 0.012044179253280163, + 0.823353111743927, + 0.014232140965759754, + 0.013588947243988514, + 0.01188861858099699, + 0.03701243922114372, + 0.011023138649761677, + 0.027567757293581963, + 0.007268231827765703 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.002817115979269147 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Korean girl with long dark brown hair tied in a high ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a visible dusting of white flour on the tip of the girl's nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl wearing a mint green apron over a white T-shirt while piping buttercream onto a cupcake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly colored kitchen with yellow cabinets and white quartz countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan right to follow the girl's movements?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027635097503662 + ], + "opposite_logprob_tokens": [ + -2.350276470184326 + ], + "logprob_reward": -0.10027635097503662, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027635097503662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02623586729168892, + 0.018922248855233192, + 0.7468024492263794, + 0.014019761234521866, + 0.02429087646305561, + 0.014034655876457691, + 0.030242830514907837, + 0.018822889775037766, + 0.06446617096662521, + 0.04216231778264046 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.10027635097503662 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_3/index_tensor([6383, 6383])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_3/index_tensor([6383, 6383])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..47f88826a58b4523b718027f2113b175a9c5b730 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_3/index_tensor([6383, 6383])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, solemn camera pans down from the towering, cobweb-covered Gothic vaults of an ancient castle, traversing the murky, dust-filled air before finally focusing on a nobleman. His face is as pale as porcelain, his dark hair tangled in a cascade, and his eyes are filled with an inextricable sadness. He wears a high-collared black velvet doublet, delicately embroidered at the collar and cuffs with silver. He sits slumped in a massive, intricately carved oak chair. His long, pale fingers clasp an ornately carved goblet, filled with a viscous, crimson liquid that's almost black. With a heavy, almost ritualistic movement, he slowly raises the goblet to his lips, tilts his head back, and empties the liquid, like aged blood, his Adam's apple visibly sliding against his bony neck. A single drop of crimson liquid slips from the corner of his mouth, leaving a glaring streak on his bloodless chin. The whole scene is illuminated by the dying embers in the fireplace and the faint light cast by a few swaying candlesticks, forming a strong contrast between light and dark. The light outlines the contours of his face and casts huge, distorted shadows on the cold stone wall, creating an extreme, suffocating dark Gothic atmosphere.", + "seed": 6211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_3/index_6383_seed_6211_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.046234688721597195, + "vlm_logprob": -0.046234688721597195, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.046234688721597195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18036046624183655 + ], + "opposite_logprob_tokens": [ + -1.8053604364395142 + ], + "logprob_reward": -0.18036046624183655, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18036046624183655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2337847203016281, + 0.15438932180404663, + 0.0867508202791214, + 0.22974742949008942, + 0.07588641345500946, + 0.041102584451436996, + 0.06234512850642204, + 0.039953768253326416, + 0.049164652824401855, + 0.026875149458646774 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.18036046624183655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199178665876389 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199178665876389, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199178665876389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1254580020904541, + 0.1538313925266266, + 0.049290236085653305, + 0.11697449535131454, + 0.11723743379116058, + 0.11019746959209442, + 0.10538486391305923, + 0.061711400747299194, + 0.09635897725820541, + 0.06355568021535873 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.014199178665876389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181918703019619 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.0181918703019619, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181918703019619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09001219272613525, + 0.1574491560459137, + 0.056027475744485855, + 0.18736673891544342, + 0.0805325135588646, + 0.0751880556344986, + 0.11017481982707977, + 0.07590487599372864, + 0.11179972440004349, + 0.05554445460438728 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.0181918703019619 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097829420119524 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.0097829420119524, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097829420119524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23662130534648895, + 0.06827797740697861, + 0.053837504237890244, + 0.11740659922361374, + 0.05263148248195648, + 0.039151377975940704, + 0.06852772831916809, + 0.042497631162405014, + 0.13418743014335632, + 0.18686090409755707 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0097829420119524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638986386358738 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638986386358738, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638986386358738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32809656858444214, + 0.15071287751197815, + 0.1850363165140152, + 0.13228587806224823, + 0.049181483685970306, + 0.03734078258275986, + 0.05611398071050644, + 0.024634158238768578, + 0.01902804896235466, + 0.01756986230611801 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008638986386358738 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, solemn camera pans down from the towering, cobweb-covered Gothic vaults of an ancient castle, traversing the murky, dust-filled air before finally focusing on a nobleman. His face is as pale as porcelain, his dark hair tangled in a cascade, and his eyes are filled with an inextricable sadness. He wears a high-collared black velvet doublet, delicately embroidered at the collar and cuffs with silver. He sits slumped in a massive, intricately carved oak chair. His long, pale fingers clasp an ornately carved goblet, filled with a viscous, crimson liquid that's almost black. With a heavy, almost ritualistic movement, he slowly raises the goblet to his lips, tilts his head back, and empties the liquid, like aged blood, his Adam's apple visibly sliding against his bony neck. A single drop of crimson liquid slips from the corner of his mouth, leaving a glaring streak on his bloodless chin. The whole scene is illuminated by the dying embers in the fireplace and the faint light cast by a few swaying candlesticks, forming a strong contrast between light and dark. The light outlines the contours of his face and casts huge, distorted shadows on the cold stone wall, creating an extreme, suffocating dark Gothic atmosphere.", + "seed": 6212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_3/index_6383_seed_6212_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029794262908399104, + "vlm_logprob": -0.029794262908399104, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.029794262908399104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10097219049930573 + ], + "opposite_logprob_tokens": [ + -2.3509721755981445 + ], + "logprob_reward": -0.10097219049930573, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10097219049930573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21846574544906616, + 0.17737612128257751, + 0.10134889930486679, + 0.10429201275110245, + 0.1554298996925354, + 0.11845462024211884, + 0.031293537467718124, + 0.025346938520669937, + 0.02087823860347271, + 0.04711392521858215 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.10097219049930573 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641350083053112 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641350083053112, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641350083053112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28002122044563293, + 0.08197053521871567, + 0.10672430694103241, + 0.11605005711317062, + 0.09294944256544113, + 0.08521290868520737, + 0.06453537940979004, + 0.04926006868481636, + 0.057670850306749344, + 0.06560525298118591 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.008641350083053112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863721314817667 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.00863721314817667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863721314817667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22913651168346405, + 0.10238991677761078, + 0.13494658470153809, + 0.08374492824077606, + 0.17133504152297974, + 0.048310231417417526, + 0.04076468199491501, + 0.048603009432554245, + 0.07527344673871994, + 0.06549561768770218 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.00863721314817667 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818355917930603 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.01818355917930603, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818355917930603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16336573660373688, + 0.10222527384757996, + 0.0832299292087555, + 0.1266632229089737, + 0.08874642848968506, + 0.09748741239309311, + 0.07728487998247147, + 0.15116503834724426, + 0.0568738728761673, + 0.05295820161700249 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.01818355917930603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537001632153988 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537001632153988, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537001632153988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3358168303966522, + 0.16800744831562042, + 0.07849752902984619, + 0.09112976491451263, + 0.10682085901498795, + 0.016903353855013847, + 0.03713636100292206, + 0.03753095492720604, + 0.034411974251270294, + 0.0937449187040329 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.012537001632153988 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, solemn camera pans down from the towering, cobweb-covered Gothic vaults of an ancient castle, traversing the murky, dust-filled air before finally focusing on a nobleman. His face is as pale as porcelain, his dark hair tangled in a cascade, and his eyes are filled with an inextricable sadness. He wears a high-collared black velvet doublet, delicately embroidered at the collar and cuffs with silver. He sits slumped in a massive, intricately carved oak chair. His long, pale fingers clasp an ornately carved goblet, filled with a viscous, crimson liquid that's almost black. With a heavy, almost ritualistic movement, he slowly raises the goblet to his lips, tilts his head back, and empties the liquid, like aged blood, his Adam's apple visibly sliding against his bony neck. A single drop of crimson liquid slips from the corner of his mouth, leaving a glaring streak on his bloodless chin. The whole scene is illuminated by the dying embers in the fireplace and the faint light cast by a few swaying candlesticks, forming a strong contrast between light and dark. The light outlines the contours of his face and casts huge, distorted shadows on the cold stone wall, creating an extreme, suffocating dark Gothic atmosphere.", + "seed": 6213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_3/index_6383_seed_6213_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017425622045993804, + "vlm_logprob": -0.017425622045993804, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.017425622045993804, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04914393648505211 + ], + "opposite_logprob_tokens": [ + -3.0491440296173096 + ], + "logprob_reward": -0.04914393648505211, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04914393648505211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4183709919452667, + 0.16607990860939026, + 0.1024765819311142, + 0.06565054506063461, + 0.038433972746133804, + 0.09799709171056747, + 0.024012025445699692, + 0.027705030515789986, + 0.02778015285730362, + 0.031493719667196274 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04914393648505211 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547243386507034 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012547243386507034, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547243386507034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14754241704940796, + 0.10730347037315369, + 0.17832015454769135, + 0.1500716209411621, + 0.07962949573993683, + 0.0744926705956459, + 0.0920863151550293, + 0.041666217148303986, + 0.022426197305321693, + 0.10646145790815353 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.012547243386507034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737255025655031 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737255025655031, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737255025655031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16679032146930695, + 0.07180695980787277, + 0.07864202558994293, + 0.1750645637512207, + 0.07725831866264343, + 0.35409677028656006, + 0.014084000140428543, + 0.023806562647223473, + 0.014187588356435299, + 0.024262895807623863 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.006737255025655031 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072618886828423 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072618886828423, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072618886828423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16455437242984772, + 0.045193612575531006, + 0.08782491832971573, + 0.07420612126588821, + 0.11288674175739288, + 0.09892027080059052, + 0.08301503211259842, + 0.1147778183221817, + 0.14371415972709656, + 0.07490690052509308 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.011072618886828423 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627056445926428 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627056445926428, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627056445926428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14118202030658722, + 0.15445829927921295, + 0.16901107132434845, + 0.10827230662107468, + 0.06545960158109665, + 0.12350621819496155, + 0.02905554696917534, + 0.12900187075138092, + 0.034280385822057724, + 0.04577264562249184 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.007627056445926428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, solemn camera pans down from the towering, cobweb-covered Gothic vaults of an ancient castle, traversing the murky, dust-filled air before finally focusing on a nobleman. His face is as pale as porcelain, his dark hair tangled in a cascade, and his eyes are filled with an inextricable sadness. He wears a high-collared black velvet doublet, delicately embroidered at the collar and cuffs with silver. He sits slumped in a massive, intricately carved oak chair. His long, pale fingers clasp an ornately carved goblet, filled with a viscous, crimson liquid that's almost black. With a heavy, almost ritualistic movement, he slowly raises the goblet to his lips, tilts his head back, and empties the liquid, like aged blood, his Adam's apple visibly sliding against his bony neck. A single drop of crimson liquid slips from the corner of his mouth, leaving a glaring streak on his bloodless chin. The whole scene is illuminated by the dying embers in the fireplace and the faint light cast by a few swaying candlesticks, forming a strong contrast between light and dark. The light outlines the contours of his face and casts huge, distorted shadows on the cold stone wall, creating an extreme, suffocating dark Gothic atmosphere.", + "seed": 6214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_3/index_6383_seed_6214_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007713654637336731, + "vlm_logprob": -0.007713654637336731, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.007713654637336731, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010412179864943027 + ], + "opposite_logprob_tokens": [ + -4.635412216186523 + ], + "logprob_reward": -0.010412179864943027, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010412179864943027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19797289371490479, + 0.10853978991508484, + 0.05690167471766472, + 0.053691647946834564, + 0.16674286127090454, + 0.17547526955604553, + 0.08322928100824356, + 0.07904267311096191, + 0.05413958057761192, + 0.02426438219845295 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.010412179864943027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631788495928049 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631788495928049, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631788495928049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1275947242975235, + 0.07811586558818817, + 0.13269686698913574, + 0.12208244949579239, + 0.2912808954715729, + 0.044529542326927185, + 0.03680406138300896, + 0.07756584137678146, + 0.054610930383205414, + 0.03471892327070236 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.007631788495928049 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059465630911290646 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.0059465630911290646, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059465630911290646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16364294290542603, + 0.05265909433364868, + 0.07438116520643234, + 0.030509324744343758, + 0.05978270620107651, + 0.056925129145383835, + 0.136354461312294, + 0.20403121411800385, + 0.16533997654914856, + 0.056373998522758484 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0059465630911290646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633904159069061 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008633904159069061, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633904159069061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11848139017820358, + 0.03813977167010307, + 0.07810800522565842, + 0.06231718510389328, + 0.05087348818778992, + 0.04959834739565849, + 0.06476499140262604, + 0.14881043136119843, + 0.21625442802906036, + 0.17265193164348602 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.008633904159069061 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an ancient castle featuring towering, cobweb-covered Gothic vaults?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a nobleman with pale porcelain skin, dark tangled hair, and a high-collared black velvet doublet embroidered with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nobleman sit slumped in a massive, intricately carved oak chair while holding an ornately carved goblet filled with a viscous, crimson liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the nobleman perform the action of slowly raising the goblet, tilting his head back to drink, and having a single drop of liquid slip from his mouth onto his chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dying embers and swaying candlesticks, creating a strong contrast between light and dark with huge, distorted shadows on a cold stone wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943837575614452 + ], + "opposite_logprob_tokens": [ + -5.130943775177002 + ], + "logprob_reward": -0.005943837575614452, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943837575614452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25014784932136536, + 0.08539421111345291, + 0.14792723953723907, + 0.07844115048646927, + 0.0910324826836586, + 0.05716836079955101, + 0.07837900519371033, + 0.09310140460729599, + 0.08008074015378952, + 0.038327597081661224 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.005943837575614452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_4/index_tensor([594, 594])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_4/index_tensor([594, 594])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..631922582e791943990535d38950299f4b11a2f0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_4/index_tensor([594, 594])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly overhead perspective, the camera remains still, focusing on a slender, fair-skinned hand resting on the back of a jet-black kitten curled up on a soft, thick, off-white wool blanket. With an extremely slow and rhythmic rhythm, the hand, using the tip of its finger and the side of its index finger, carefully and smoothly strokes from the cat's neck down its back to the base of its tail. The kitten responds with a contented, almost closed slit of eyes, a silent purr emanating from its throat. The warm, soft light from an off-screen lamp casts a gentle halo over the scene, highlighting the subtle wrinkles of the hand's skin and the immaculately manicured nails. It also causes the cat's short, dense fur to ripple subtly with each stroke, shimmering with a silky sheen. The image is bathed in warm tones, with the background softly blurred, creating an atmosphere of profound tranquility and loving kindness, imbued with quiet intimacy and pure contentment.", + "seed": 3732, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_4/index_594_seed_3732_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19902133531868457, + "vlm_logprob": -0.19902133531868457, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.19902133531868457, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04664397984743118 + ], + "opposite_logprob_tokens": [ + -3.2966439723968506 + ], + "logprob_reward": -0.04664397984743118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04664397984743118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2179938703775406, + 0.0689128190279007, + 0.1217796728014946, + 0.06326175481081009, + 0.0577029250562191, + 0.13188669085502625, + 0.06899739056825638, + 0.07188062369823456, + 0.15387137234210968, + 0.04371286928653717 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.04664397984743118 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762016773223877 + ], + "opposite_logprob_tokens": [ + -0.8262016773223877 + ], + "logprob_reward": -0.5762016773223877, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762016773223877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19685883820056915, + 0.055124517530202866, + 0.06891901046037674, + 0.04450424015522003, + 0.09417125582695007, + 0.2825605571269989, + 0.04340893402695656, + 0.04368717595934868, + 0.08575078845024109, + 0.08501473069190979 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.5762016773223877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31354475021362305 + ], + "opposite_logprob_tokens": [ + -1.313544750213623 + ], + "logprob_reward": -0.31354475021362305, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31354475021362305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13449731469154358, + 0.07862738519906998, + 0.1013277992606163, + 0.06909547746181488, + 0.03328075259923935, + 0.1285121589899063, + 0.056469179689884186, + 0.08176951110363007, + 0.26077044010162354, + 0.05565003678202629 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.31354475021362305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592117682099342 + ], + "opposite_logprob_tokens": [ + -3.895592212677002 + ], + "logprob_reward": -0.020592117682099342, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592117682099342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15910309553146362, + 0.06377992033958435, + 0.07048852741718292, + 0.050198886543512344, + 0.0601993128657341, + 0.1195557564496994, + 0.05350372567772865, + 0.0573551245033741, + 0.31586283445358276, + 0.04995283856987953 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.020592117682099342 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812415152788162 + ], + "opposite_logprob_tokens": [ + -3.2881240844726562 + ], + "logprob_reward": -0.03812415152788162, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812415152788162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14086101949214935, + 0.08526745438575745, + 0.0734940618276596, + 0.061509087681770325, + 0.03477313742041588, + 0.10964155942201614, + 0.0506969690322876, + 0.05375184863805771, + 0.3417994976043701, + 0.0482054278254509 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.03812415152788162 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead perspective, the camera remains still, focusing on a slender, fair-skinned hand resting on the back of a jet-black kitten curled up on a soft, thick, off-white wool blanket. With an extremely slow and rhythmic rhythm, the hand, using the tip of its finger and the side of its index finger, carefully and smoothly strokes from the cat's neck down its back to the base of its tail. The kitten responds with a contented, almost closed slit of eyes, a silent purr emanating from its throat. The warm, soft light from an off-screen lamp casts a gentle halo over the scene, highlighting the subtle wrinkles of the hand's skin and the immaculately manicured nails. It also causes the cat's short, dense fur to ripple subtly with each stroke, shimmering with a silky sheen. The image is bathed in warm tones, with the background softly blurred, creating an atmosphere of profound tranquility and loving kindness, imbued with quiet intimacy and pure contentment.", + "seed": 3733, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_4/index_594_seed_3733_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08356741955503821, + "vlm_logprob": -0.08356741955503821, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.08356741955503821, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009343940764665604 + ], + "opposite_logprob_tokens": [ + -6.384344100952148 + ], + "logprob_reward": -0.009343940764665604, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.009343940764665604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.236903116106987, + 0.19587218761444092, + 0.09523671120405197, + 0.08089984208345413, + 0.05721760168671608, + 0.08686485886573792, + 0.04930828884243965, + 0.04389099031686783, + 0.07143034785985947, + 0.08237598836421967 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009343940764665604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486681878566742 + ], + "opposite_logprob_tokens": [ + -1.2236682176589966 + ], + "logprob_reward": -0.3486681878566742, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486681878566742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051740773022174835, + 0.17933335900306702, + 0.034071940928697586, + 0.2158811241388321, + 0.2889809012413025, + 0.014294097200036049, + 0.045473724603652954, + 0.048884060233831406, + 0.08667950332164764, + 0.03466055169701576 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.3486681878566742 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067406888119876385 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.0067406888119876385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067406888119876385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15930284559726715, + 0.07306639105081558, + 0.07221322506666183, + 0.16216567158699036, + 0.09638002514839172, + 0.2617133557796478, + 0.051406700164079666, + 0.03606100007891655, + 0.0331861637532711, + 0.054504599422216415 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.0067406888119876385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283066228032112 + ], + "opposite_logprob_tokens": [ + -3.773283004760742 + ], + "logprob_reward": -0.023283066228032112, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283066228032112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1002025231719017, + 0.10592241585254669, + 0.04258919134736061, + 0.18975616991519928, + 0.19799701869487762, + 0.09535438567399979, + 0.07409226149320602, + 0.08486060798168182, + 0.050828829407691956, + 0.058396607637405396 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.023283066228032112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980121411383152 + ], + "opposite_logprob_tokens": [ + -3.5298011302948 + ], + "logprob_reward": -0.02980121411383152, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980121411383152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0773564800620079, + 0.18403823673725128, + 0.044899631291627884, + 0.23221230506896973, + 0.10826823860406876, + 0.03533988445997238, + 0.0849146693944931, + 0.09118843823671341, + 0.08450096100568771, + 0.057281140238046646 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.02980121411383152 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead perspective, the camera remains still, focusing on a slender, fair-skinned hand resting on the back of a jet-black kitten curled up on a soft, thick, off-white wool blanket. With an extremely slow and rhythmic rhythm, the hand, using the tip of its finger and the side of its index finger, carefully and smoothly strokes from the cat's neck down its back to the base of its tail. The kitten responds with a contented, almost closed slit of eyes, a silent purr emanating from its throat. The warm, soft light from an off-screen lamp casts a gentle halo over the scene, highlighting the subtle wrinkles of the hand's skin and the immaculately manicured nails. It also causes the cat's short, dense fur to ripple subtly with each stroke, shimmering with a silky sheen. The image is bathed in warm tones, with the background softly blurred, creating an atmosphere of profound tranquility and loving kindness, imbued with quiet intimacy and pure contentment.", + "seed": 3734, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_4/index_594_seed_3734_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08704996928572654, + "vlm_logprob": -0.08704996928572654, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.08704996928572654, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015179121866822243 + ], + "opposite_logprob_tokens": [ + -5.51517915725708 + ], + "logprob_reward": -0.015179121866822243, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.015179121866822243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4283550977706909, + 0.03774023801088333, + 0.03377304971218109, + 0.041094038635492325, + 0.10340278595685959, + 0.0381406731903553, + 0.02551955170929432, + 0.08573620021343231, + 0.10880362242460251, + 0.09743471443653107 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.015179121866822243 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134794235229492 + ], + "opposite_logprob_tokens": [ + -1.3134794235229492 + ], + "logprob_reward": -0.3134794235229492, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134794235229492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3016120195388794, + 0.08478993922472, + 0.02282862924039364, + 0.06040780618786812, + 0.15373912453651428, + 0.08205509185791016, + 0.07495305687189102, + 0.033903032541275024, + 0.0610903725028038, + 0.1246209517121315 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.3134794235229492 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033714812248945236 + ], + "opposite_logprob_tokens": [ + -3.408714771270752 + ], + "logprob_reward": -0.033714812248945236, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033714812248945236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1490752398967743, + 0.08927539736032486, + 0.055643338710069656, + 0.056446272879838943, + 0.24293826520442963, + 0.04622867703437805, + 0.03932981193065643, + 0.04714784398674965, + 0.1533508598804474, + 0.12056431919336319 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.033714812248945236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801329597830772 + ], + "opposite_logprob_tokens": [ + -3.529801368713379 + ], + "logprob_reward": -0.029801329597830772, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801329597830772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.328102707862854, + 0.05252852290868759, + 0.053757194429636, + 0.06625881046056747, + 0.04572698846459389, + 0.13322757184505463, + 0.05609077587723732, + 0.03243860602378845, + 0.08296075463294983, + 0.1489080935716629 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.029801329597830772 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075159192085266 + ], + "opposite_logprob_tokens": [ + -3.1680750846862793 + ], + "logprob_reward": -0.043075159192085266, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075159192085266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45513224601745605, + 0.05939245969057083, + 0.035173654556274414, + 0.03549739345908165, + 0.11180718243122101, + 0.06465475261211395, + 0.05848139524459839, + 0.061147939413785934, + 0.03845439478754997, + 0.08025851845741272 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.043075159192085266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead perspective, the camera remains still, focusing on a slender, fair-skinned hand resting on the back of a jet-black kitten curled up on a soft, thick, off-white wool blanket. With an extremely slow and rhythmic rhythm, the hand, using the tip of its finger and the side of its index finger, carefully and smoothly strokes from the cat's neck down its back to the base of its tail. The kitten responds with a contented, almost closed slit of eyes, a silent purr emanating from its throat. The warm, soft light from an off-screen lamp casts a gentle halo over the scene, highlighting the subtle wrinkles of the hand's skin and the immaculately manicured nails. It also causes the cat's short, dense fur to ripple subtly with each stroke, shimmering with a silky sheen. The image is bathed in warm tones, with the background softly blurred, creating an atmosphere of profound tranquility and loving kindness, imbued with quiet intimacy and pure contentment.", + "seed": 3735, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_4/index_594_seed_3735_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13049989119172095, + "vlm_logprob": -0.13049989119172095, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.13049989119172095, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014268400147557259 + ], + "opposite_logprob_tokens": [ + -5.764268398284912 + ], + "logprob_reward": -0.014268400147557259, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.014268400147557259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2847457230091095, + 0.0546170212328434, + 0.04874120652675629, + 0.19504669308662415, + 0.06715990602970123, + 0.11786104738712311, + 0.06806797534227371, + 0.031994521617889404, + 0.07610943168401718, + 0.05565641075372696 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.014268400147557259 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761587619781494 + ], + "opposite_logprob_tokens": [ + -0.8261587619781494 + ], + "logprob_reward": -0.5761587619781494, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761587619781494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14432452619075775, + 0.08400803059339523, + 0.0654517188668251, + 0.10407149791717529, + 0.07237329334020615, + 0.03115653060376644, + 0.1107141450047493, + 0.028513526543974876, + 0.2698063850402832, + 0.08958031237125397 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.5761587619781494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593751221895218 + ], + "opposite_logprob_tokens": [ + -3.8955936431884766 + ], + "logprob_reward": -0.020593751221895218, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593751221895218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2186342179775238, + 0.08075795322656631, + 0.16669215261936188, + 0.08748404681682587, + 0.10491479188203812, + 0.18427583575248718, + 0.02855040319263935, + 0.016581976786255836, + 0.05124431103467941, + 0.06086428835988045 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.020593751221895218 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287374526262283 + ], + "opposite_logprob_tokens": [ + -3.773287296295166 + ], + "logprob_reward": -0.023287374526262283, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287374526262283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0754372626543045, + 0.11311868578195572, + 0.04806114360690117, + 0.12798359990119934, + 0.0820506140589714, + 0.04225253313779831, + 0.10943280905485153, + 0.04218989610671997, + 0.230032280087471, + 0.12944114208221436 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.023287374526262283 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender, fair-skinned hand stroking a jet-black kitten on an off-white wool blanket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand stroke the kitten slowly and rhythmically from the neck down to the base of the tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the kitten's fur rippling with a silky sheen under warm, soft light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819116808474064 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.01819116808474064, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819116808474064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11857083439826965, + 0.09127209335565567, + 0.08575138449668884, + 0.06402050703763962, + 0.06598325818777084, + 0.07286553084850311, + 0.10109830647706985, + 0.049480047076940536, + 0.2996344566345215, + 0.05132346227765083 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.01819116808474064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_5/index_tensor([9182, 9182])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_5/index_tensor([9182, 9182])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..af182b47eba212600855ec68358de10544854619 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_5/index_tensor([9182, 9182])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot by a static camera focuses on the eerie flame of a pewter candle in a pitch-black room. The flame begins as a steady teardrop of bright orange and yellow, tinged with a deep blue base, before being suddenly assaulted by a powerful, unseen exhalation from outside the frame. The force of the breath violently strikes the flame, bending it horizontally and crushing it against the glowing, smoking wick. The flame flickers violently, fragmenting into a frantic dance of smaller, desperate tongues of light whipping back and forth. It shrinks to a fragile, almost ethereal flicker of blue, threatening to snuff out completely at any moment. This desperate struggle for survival casts vast, distorted shadows that leap and wriggle across the textured plaster wall in the background, creating a high-contrast black and white effect that imbues the scene with an atmosphere of tension, fragility, and suspense.", + "seed": 26345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_5/index_9182_seed_26345_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2999362128786743, + "vlm_logprob": -0.2999362128786743, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.2999362128786743, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2696356177330017 + ], + "opposite_logprob_tokens": [ + -1.5196356773376465 + ], + "logprob_reward": -0.2696356177330017, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2696356177330017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38003242015838623, + 0.09407801926136017, + 0.07895860821008682, + 0.08059804141521454, + 0.050422608852386475, + 0.05671393871307373, + 0.11887378245592117, + 0.027957843616604805, + 0.044648293405771255, + 0.06771649420261383 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.2696356177330017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370797157287598 + ], + "opposite_logprob_tokens": [ + -0.38707971572875977 + ], + "logprob_reward": -1.1370797157287598, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370797157287598, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09710824489593506, + 0.05320179834961891, + 0.1468217372894287, + 0.06962182372808456, + 0.02934233658015728, + 0.022183993831276894, + 0.12231623381376266, + 0.07270585745573044, + 0.3052518665790558, + 0.081446073949337 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -1.1370797157287598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07012207061052322 + ], + "opposite_logprob_tokens": [ + -2.695122003555298 + ], + "logprob_reward": -0.07012207061052322, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07012207061052322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17431186139583588, + 0.05939791724085808, + 0.050055429339408875, + 0.07227858901023865, + 0.1457962840795517, + 0.0389842689037323, + 0.0700823962688446, + 0.044628094881772995, + 0.20851750671863556, + 0.13594768941402435 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.07012207061052322 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006765672471374273 + ], + "opposite_logprob_tokens": [ + -5.006765842437744 + ], + "logprob_reward": -0.006765672471374273, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006765672471374273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24339251220226288, + 0.09893511980772018, + 0.09859238564968109, + 0.10233769565820694, + 0.07886920124292374, + 0.04394689202308655, + 0.09910924732685089, + 0.09311975538730621, + 0.10165348649024963, + 0.040043722838163376 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.006765672471374273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077987849712372 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016077987849712372, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077987849712372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12001995742321014, + 0.04989144578576088, + 0.2064545452594757, + 0.1600077748298645, + 0.040546566247940063, + 0.04850363731384277, + 0.1279996633529663, + 0.08337094634771347, + 0.07273660600185394, + 0.09046877920627594 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.016077987849712372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot by a static camera focuses on the eerie flame of a pewter candle in a pitch-black room. The flame begins as a steady teardrop of bright orange and yellow, tinged with a deep blue base, before being suddenly assaulted by a powerful, unseen exhalation from outside the frame. The force of the breath violently strikes the flame, bending it horizontally and crushing it against the glowing, smoking wick. The flame flickers violently, fragmenting into a frantic dance of smaller, desperate tongues of light whipping back and forth. It shrinks to a fragile, almost ethereal flicker of blue, threatening to snuff out completely at any moment. This desperate struggle for survival casts vast, distorted shadows that leap and wriggle across the textured plaster wall in the background, creating a high-contrast black and white effect that imbues the scene with an atmosphere of tension, fragility, and suspense.", + "seed": 26346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_5/index_9182_seed_26346_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.301852941699326, + "vlm_logprob": -0.301852941699326, + "vlm_yes_no_margin": 2.4249999642372133, + "vlm_token_credit": -0.301852941699326, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1319027990102768 + ], + "opposite_logprob_tokens": [ + -2.1319026947021484 + ], + "logprob_reward": -0.1319027990102768, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1319027990102768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09256302565336227, + 0.08343736827373505, + 0.07620173692703247, + 0.0770811140537262, + 0.17865197360515594, + 0.025510989129543304, + 0.2757556438446045, + 0.10929128527641296, + 0.04824021831154823, + 0.03326664865016937 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.1319027990102768 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236366271972656 + ], + "opposite_logprob_tokens": [ + -0.34863656759262085 + ], + "logprob_reward": -1.2236366271972656, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2236366271972656, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03956262022256851, + 0.01697462424635887, + 0.05237705260515213, + 0.09637953341007233, + 0.09459661692380905, + 0.04897478595376015, + 0.4586222171783447, + 0.08656638115644455, + 0.08069269359111786, + 0.02525337226688862 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -1.2236366271972656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12717559933662415 + ], + "opposite_logprob_tokens": [ + -2.1271755695343018 + ], + "logprob_reward": -0.12717559933662415, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12717559933662415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06794332712888718, + 0.04679350182414055, + 0.07019199430942535, + 0.2659657299518585, + 0.05074680596590042, + 0.10219674557447433, + 0.19734705984592438, + 0.039752423763275146, + 0.11692459136247635, + 0.042137786746025085 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.12717559933662415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964457057416439 + ], + "opposite_logprob_tokens": [ + -5.130964279174805 + ], + "logprob_reward": -0.005964457057416439, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964457057416439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024616708979010582, + 0.01799710839986801, + 0.025381889194250107, + 0.03332226723432541, + 0.017338989302515984, + 0.006771930027753115, + 0.8184344172477722, + 0.031191879883408546, + 0.014252918772399426, + 0.010691871866583824 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.005964457057416439 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585225895047188 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.020585225895047188, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585225895047188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032722312957048416, + 0.027488039806485176, + 0.06422341614961624, + 0.11429782956838608, + 0.08426658064126968, + 0.020254576578736305, + 0.5044808387756348, + 0.04425986483693123, + 0.06214163452386856, + 0.04586489126086235 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.020585225895047188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot by a static camera focuses on the eerie flame of a pewter candle in a pitch-black room. The flame begins as a steady teardrop of bright orange and yellow, tinged with a deep blue base, before being suddenly assaulted by a powerful, unseen exhalation from outside the frame. The force of the breath violently strikes the flame, bending it horizontally and crushing it against the glowing, smoking wick. The flame flickers violently, fragmenting into a frantic dance of smaller, desperate tongues of light whipping back and forth. It shrinks to a fragile, almost ethereal flicker of blue, threatening to snuff out completely at any moment. This desperate struggle for survival casts vast, distorted shadows that leap and wriggle across the textured plaster wall in the background, creating a high-contrast black and white effect that imbues the scene with an atmosphere of tension, fragility, and suspense.", + "seed": 26347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_5/index_9182_seed_26347_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3109184239991009, + "vlm_logprob": -0.3109184239991009, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.3109184239991009, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17165809869766235 + ], + "opposite_logprob_tokens": [ + -1.9216580390930176 + ], + "logprob_reward": -0.17165809869766235, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17165809869766235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5382106900215149, + 0.07983125001192093, + 0.03283071145415306, + 0.04065917059779167, + 0.08380557596683502, + 0.03417503088712692, + 0.03384822979569435, + 0.03931368514895439, + 0.06771186739206314, + 0.04961373284459114 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.17165809869766235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134543895721436 + ], + "opposite_logprob_tokens": [ + -0.31345438957214355 + ], + "logprob_reward": -1.3134543895721436, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134543895721436, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08166031539440155, + 0.10062535852193832, + 0.05916771665215492, + 0.03345027565956116, + 0.10488932579755783, + 0.10195621103048325, + 0.13871601223945618, + 0.10252200812101364, + 0.08530816435813904, + 0.19170458614826202 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -1.3134543895721436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048753105103969574 + ], + "opposite_logprob_tokens": [ + -3.048753023147583 + ], + "logprob_reward": -0.048753105103969574, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048753105103969574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11254173517227173, + 0.05850213021039963, + 0.05114462599158287, + 0.035546477884054184, + 0.33224713802337646, + 0.0841507539153099, + 0.049005139619112015, + 0.062192659825086594, + 0.049490489065647125, + 0.16517888009548187 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.048753105103969574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004654169548302889 + ], + "opposite_logprob_tokens": [ + -5.379654407501221 + ], + "logprob_reward": -0.004654169548302889, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004654169548302889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21296580135822296, + 0.0863771140575409, + 0.05194487050175667, + 0.04517887160181999, + 0.22626255452632904, + 0.08659293502569199, + 0.0863124281167984, + 0.042995233088731766, + 0.04488726705312729, + 0.11648297309875488 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.004654169548302889 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072357073426247 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072357073426247, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072357073426247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11357452720403671, + 0.09686914831399918, + 0.046587295830249786, + 0.03042531944811344, + 0.3603944182395935, + 0.08142102509737015, + 0.06125744804739952, + 0.07643581926822662, + 0.07695582509040833, + 0.056079111993312836 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.016072357073426247 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot by a static camera focuses on the eerie flame of a pewter candle in a pitch-black room. The flame begins as a steady teardrop of bright orange and yellow, tinged with a deep blue base, before being suddenly assaulted by a powerful, unseen exhalation from outside the frame. The force of the breath violently strikes the flame, bending it horizontally and crushing it against the glowing, smoking wick. The flame flickers violently, fragmenting into a frantic dance of smaller, desperate tongues of light whipping back and forth. It shrinks to a fragile, almost ethereal flicker of blue, threatening to snuff out completely at any moment. This desperate struggle for survival casts vast, distorted shadows that leap and wriggle across the textured plaster wall in the background, creating a high-contrast black and white effect that imbues the scene with an atmosphere of tension, fragility, and suspense.", + "seed": 26348, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_5/index_9182_seed_26348_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.31482506487518547, + "vlm_logprob": -0.31482506487518547, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.31482506487518547, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7062615752220154 + ], + "opposite_logprob_tokens": [ + -0.7062615752220154 + ], + "logprob_reward": -0.7062615752220154, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7062615752220154, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13570867478847504, + 0.08781421184539795, + 0.05056918039917946, + 0.1462879329919815, + 0.07876370847225189, + 0.09625983983278275, + 0.11151614785194397, + 0.15761873126029968, + 0.07646062970161438, + 0.059000901877880096 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.7062615752220154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578418850898743 + ], + "opposite_logprob_tokens": [ + -0.6328418850898743 + ], + "logprob_reward": -0.7578418850898743, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578418850898743, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08627227693796158, + 0.06068885698914528, + 0.041483815759420395, + 0.1642030030488968, + 0.09216653555631638, + 0.049624036997556686, + 0.08796889334917068, + 0.055226556956768036, + 0.05430414155125618, + 0.3080618977546692 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.7578418850898743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08913302421569824 + ], + "opposite_logprob_tokens": [ + -2.4641330242156982 + ], + "logprob_reward": -0.08913302421569824, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08913302421569824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1434074491262436, + 0.11135270446538925, + 0.017810290679335594, + 0.08930229395627975, + 0.029221167787909508, + 0.024514224380254745, + 0.06896615773439407, + 0.07678826153278351, + 0.0323597751557827, + 0.40627774596214294 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.08913302421569824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807496331632137 + ], + "opposite_logprob_tokens": [ + -4.634807586669922 + ], + "logprob_reward": -0.009807496331632137, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807496331632137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06779429316520691, + 0.05807792395353317, + 0.009546680375933647, + 0.04501785337924957, + 0.41782671213150024, + 0.028107985854148865, + 0.1614927053451538, + 0.035545095801353455, + 0.03537555783987045, + 0.14121516048908234 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.009807496331632137 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a pewter candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the room pitch-black except for the candle's light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame start as a steady teardrop shape with bright orange and yellow colors tinged with a deep blue base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a powerful exhalation from outside the frame that strikes the flame, bending it horizontally and crushing it against the wick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108134351670742 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.01108134351670742, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108134351670742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0684274211525917, + 0.04346952214837074, + 0.02119278348982334, + 0.0509212501347065, + 0.08349642157554626, + 0.057963743805885315, + 0.14377528429031372, + 0.13538146018981934, + 0.1410139948129654, + 0.254358172416687 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.01108134351670742 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_6/index_tensor([4826, 4826])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_6/index_tensor([4826, 4826])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8bf8089ecd84d10973bd748ff61e489918b5cae0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_6/index_tensor([4826, 4826])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, panning shot, shot from a low angle, follows a glossy black modern sedan steadily as it drives along an ancient, rain-soaked bluestone road. Soft, golden afternoon sunlight pierces through thin clouds, illuminating the smooth paintwork of the sedan and highlighting the silhouette of a majestic Hui-style building nearby. The building stands tall with its signature white walls and black tiles, their mottled white walls etched with subtle traces of time, while the layers of dark blue tiles gleam with a tranquil luster in the light. As the camera pans, the focus falls with exquisite precision on the details of the building's walls and eaves: the intricately carved dark wood carvings on the window lattices depict vivid scenes from folk tales, the folds of the figures' clothing and expressions clearly visible in the slanting sunlight; the brick carvings above the gatehouse depict intricate patterns of mountains, rivers, and pavilions, their three-dimensionality dramatically enhanced by the sidelight, making them seem to emerge from the wall. The entire picture is created in an extremely tranquil atmosphere, perfectly blending the cold texture of the car's metal with the warm historical sense of the wood and stone of the ancient building. The silent gliding of the car and the eternal stillness of the ancient building form a sharp contrast, creating a poetic beauty that transcends time and space and is full of visual tension.", + "seed": 21780, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_6/index_4826_seed_21780_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.049625492515042426, + "vlm_logprob": -0.049625492515042426, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.049625492515042426, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04336228966712952 + ], + "opposite_logprob_tokens": [ + -3.1683623790740967 + ], + "logprob_reward": -0.04336228966712952, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04336228966712952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04264798015356064, + 0.14288435876369476, + 0.07885254174470901, + 0.5556800961494446, + 0.025031667202711105, + 0.07439452409744263, + 0.03892221674323082, + 0.010779059492051601, + 0.01736127771437168, + 0.013446272350847721 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.04336228966712952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129341572523117 + ], + "opposite_logprob_tokens": [ + -2.237934112548828 + ], + "logprob_reward": -0.1129341572523117, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129341572523117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03568726032972336, + 0.06596121937036514, + 0.31526076793670654, + 0.3189377188682556, + 0.03651322424411774, + 0.09060575067996979, + 0.042335137724876404, + 0.02097518928349018, + 0.031102245673537254, + 0.04262148216366768 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.1129341572523117 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946962743997574 + ], + "opposite_logprob_tokens": [ + -2.9299468994140625 + ], + "logprob_reward": -0.054946962743997574, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946962743997574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03943253681063652, + 0.021458502858877182, + 0.11002154648303986, + 0.14798857271671295, + 0.09974879771471024, + 0.293416291475296, + 0.030598020181059837, + 0.04527582973241806, + 0.035815007984638214, + 0.17624491453170776 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.054946962743997574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031948259565979242 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031948259565979242, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031948259565979242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06125877797603607, + 0.08462818711996078, + 0.15307900309562683, + 0.28415703773498535, + 0.04668596014380455, + 0.0750693827867508, + 0.06242029368877411, + 0.09523612260818481, + 0.09299355000257492, + 0.04447171464562416 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.0031948259565979242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336892269551754 + ], + "opposite_logprob_tokens": [ + -3.408689260482788 + ], + "logprob_reward": -0.0336892269551754, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336892269551754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06107769161462784, + 0.04235348850488663, + 0.09961801767349243, + 0.46853208541870117, + 0.026420846581459045, + 0.07077353447675705, + 0.14610828459262848, + 0.019806507974863052, + 0.04773947224020958, + 0.01757005974650383 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.0336892269551754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, panning shot, shot from a low angle, follows a glossy black modern sedan steadily as it drives along an ancient, rain-soaked bluestone road. Soft, golden afternoon sunlight pierces through thin clouds, illuminating the smooth paintwork of the sedan and highlighting the silhouette of a majestic Hui-style building nearby. The building stands tall with its signature white walls and black tiles, their mottled white walls etched with subtle traces of time, while the layers of dark blue tiles gleam with a tranquil luster in the light. As the camera pans, the focus falls with exquisite precision on the details of the building's walls and eaves: the intricately carved dark wood carvings on the window lattices depict vivid scenes from folk tales, the folds of the figures' clothing and expressions clearly visible in the slanting sunlight; the brick carvings above the gatehouse depict intricate patterns of mountains, rivers, and pavilions, their three-dimensionality dramatically enhanced by the sidelight, making them seem to emerge from the wall. The entire picture is created in an extremely tranquil atmosphere, perfectly blending the cold texture of the car's metal with the warm historical sense of the wood and stone of the ancient building. The silent gliding of the car and the eternal stillness of the ancient building form a sharp contrast, creating a poetic beauty that transcends time and space and is full of visual tension.", + "seed": 21781, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_6/index_4826_seed_21781_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08257592841982841, + "vlm_logprob": -0.08257592841982841, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08257592841982841, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08935239911079407 + ], + "opposite_logprob_tokens": [ + -2.4643523693084717 + ], + "logprob_reward": -0.08935239911079407, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08935239911079407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4131523072719574, + 0.025417156517505646, + 0.13029733300209045, + 0.04366098344326019, + 0.031339120119810104, + 0.022149624302983284, + 0.15492680668830872, + 0.10482101887464523, + 0.021514469757676125, + 0.05272114649415016 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.08935239911079407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207850337028503 + ], + "opposite_logprob_tokens": [ + -1.5020785331726074 + ], + "logprob_reward": -0.25207850337028503, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207850337028503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17074856162071228, + 0.02218450978398323, + 0.027744213119149208, + 0.028011666610836983, + 0.042395103722810745, + 0.05832657963037491, + 0.045403674244880676, + 0.4001048803329468, + 0.055207546800374985, + 0.1498732715845108 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.25207850337028503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066139563918114 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066139563918114, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066139563918114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16626740992069244, + 0.023103931918740273, + 0.04875875636935234, + 0.02550099790096283, + 0.04290954768657684, + 0.06872612982988358, + 0.05109727010130882, + 0.5069978833198547, + 0.039962004870176315, + 0.026676010340452194 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.016066139563918114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067370180040597916 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.0067370180040597916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067370180040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30969247221946716, + 0.07134487479925156, + 0.10135593265295029, + 0.037691954523324966, + 0.09034787118434906, + 0.03089725971221924, + 0.059375230222940445, + 0.22564725577831268, + 0.04209773987531662, + 0.031549397855997086 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.0067370180040597916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864558205008507 + ], + "opposite_logprob_tokens": [ + -3.048645496368408 + ], + "logprob_reward": -0.04864558205008507, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864558205008507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33551985025405884, + 0.03971609100699425, + 0.08358915895223618, + 0.03655162826180458, + 0.04294862598180771, + 0.030951645225286484, + 0.05454675480723381, + 0.13570518791675568, + 0.053437020629644394, + 0.1870339810848236 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.04864558205008507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, panning shot, shot from a low angle, follows a glossy black modern sedan steadily as it drives along an ancient, rain-soaked bluestone road. Soft, golden afternoon sunlight pierces through thin clouds, illuminating the smooth paintwork of the sedan and highlighting the silhouette of a majestic Hui-style building nearby. The building stands tall with its signature white walls and black tiles, their mottled white walls etched with subtle traces of time, while the layers of dark blue tiles gleam with a tranquil luster in the light. As the camera pans, the focus falls with exquisite precision on the details of the building's walls and eaves: the intricately carved dark wood carvings on the window lattices depict vivid scenes from folk tales, the folds of the figures' clothing and expressions clearly visible in the slanting sunlight; the brick carvings above the gatehouse depict intricate patterns of mountains, rivers, and pavilions, their three-dimensionality dramatically enhanced by the sidelight, making them seem to emerge from the wall. The entire picture is created in an extremely tranquil atmosphere, perfectly blending the cold texture of the car's metal with the warm historical sense of the wood and stone of the ancient building. The silent gliding of the car and the eternal stillness of the ancient building form a sharp contrast, creating a poetic beauty that transcends time and space and is full of visual tension.", + "seed": 21782, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_6/index_4826_seed_21782_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03386853775009513, + "vlm_logprob": -0.03386853775009513, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.03386853775009513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02356301061809063 + ], + "opposite_logprob_tokens": [ + -3.7735629081726074 + ], + "logprob_reward": -0.02356301061809063, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02356301061809063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1723705232143402, + 0.05018457770347595, + 0.0353451706469059, + 0.037050601094961166, + 0.06397578865289688, + 0.03542400896549225, + 0.07979735732078552, + 0.10449273884296417, + 0.038630299270153046, + 0.3827288746833801 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02356301061809063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293798685073853 + ], + "opposite_logprob_tokens": [ + -2.2379379272460938 + ], + "logprob_reward": -0.11293798685073853, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293798685073853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06737525016069412, + 0.04172895848751068, + 0.023461174219846725, + 0.1480293571949005, + 0.058373287320137024, + 0.024312207475304604, + 0.1294831782579422, + 0.051914118230342865, + 0.1942119002342224, + 0.2611105144023895 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.11293798685073853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076280031353235245 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.0076280031353235245, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076280031353235245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08701582252979279, + 0.0775972232222557, + 0.030598463490605354, + 0.09591919183731079, + 0.07578013837337494, + 0.06844594329595566, + 0.059197522699832916, + 0.07014886289834976, + 0.035293035209178925, + 0.4000038206577301 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0076280031353235245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1304599940776825, + 0.07420065999031067, + 0.06721745431423187, + 0.10406797379255295, + 0.08086953312158585, + 0.10052982717752457, + 0.19566544890403748, + 0.08110260218381882, + 0.05491499602794647, + 0.11097150295972824 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.00463838828727603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575299859046936 + ], + "opposite_logprob_tokens": [ + -3.8955752849578857 + ], + "logprob_reward": -0.020575299859046936, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575299859046936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18439647555351257, + 0.05048299953341484, + 0.053264304995536804, + 0.07900658994913101, + 0.12200786918401718, + 0.043710749596357346, + 0.1570558100938797, + 0.04485119879245758, + 0.07325156778097153, + 0.19197237491607666 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.020575299859046936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, panning shot, shot from a low angle, follows a glossy black modern sedan steadily as it drives along an ancient, rain-soaked bluestone road. Soft, golden afternoon sunlight pierces through thin clouds, illuminating the smooth paintwork of the sedan and highlighting the silhouette of a majestic Hui-style building nearby. The building stands tall with its signature white walls and black tiles, their mottled white walls etched with subtle traces of time, while the layers of dark blue tiles gleam with a tranquil luster in the light. As the camera pans, the focus falls with exquisite precision on the details of the building's walls and eaves: the intricately carved dark wood carvings on the window lattices depict vivid scenes from folk tales, the folds of the figures' clothing and expressions clearly visible in the slanting sunlight; the brick carvings above the gatehouse depict intricate patterns of mountains, rivers, and pavilions, their three-dimensionality dramatically enhanced by the sidelight, making them seem to emerge from the wall. The entire picture is created in an extremely tranquil atmosphere, perfectly blending the cold texture of the car's metal with the warm historical sense of the wood and stone of the ancient building. The silent gliding of the car and the eternal stillness of the ancient building form a sharp contrast, creating a poetic beauty that transcends time and space and is full of visual tension.", + "seed": 21783, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_6/index_4826_seed_21783_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1574263316579163, + "vlm_logprob": -0.1574263316579163, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.1574263316579163, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07031753659248352 + ], + "opposite_logprob_tokens": [ + -2.695317506790161 + ], + "logprob_reward": -0.07031753659248352, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07031753659248352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049350887537002563, + 0.116826631128788, + 0.3005678951740265, + 0.02508888579905033, + 0.37613025307655334, + 0.015851380303502083, + 0.0419829897582531, + 0.036096662282943726, + 0.029396068304777145, + 0.008708376437425613 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.07031753659248352 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576134204864502 + ], + "opposite_logprob_tokens": [ + -0.826134204864502 + ], + "logprob_reward": -0.576134204864502, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576134204864502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18867182731628418, + 0.08876945078372955, + 0.1675563007593155, + 0.0877227634191513, + 0.22985661029815674, + 0.08515758812427521, + 0.06666185706853867, + 0.020888736471533775, + 0.04761335253715515, + 0.017101552337408066 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.576134204864502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054953958839178085 + ], + "opposite_logprob_tokens": [ + -2.9299540519714355 + ], + "logprob_reward": -0.054953958839178085, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054953958839178085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24772359430789948, + 0.19059419631958008, + 0.15510456264019012, + 0.11948999762535095, + 0.11230480670928955, + 0.04192313551902771, + 0.02486601285636425, + 0.05747552961111069, + 0.03545834496617317, + 0.015059806406497955 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.054953958839178085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674246484413743 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.00674246484413743, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674246484413743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12610410153865814, + 0.09228072315454483, + 0.21038004755973816, + 0.04531344026327133, + 0.3189951479434967, + 0.02990857884287834, + 0.04589950665831566, + 0.04686649516224861, + 0.05805247277021408, + 0.0261994656175375 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.00674246484413743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a glossy black modern sedan visible driving along the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the road made of ancient, rain-soaked bluestone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a Hui-style building with white walls and black tiles visible nearby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan while following the sedan from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, golden afternoon sunlight piercing through thin clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898349314928055 + ], + "opposite_logprob_tokens": [ + -2.5789835453033447 + ], + "logprob_reward": -0.07898349314928055, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898349314928055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14432492852210999, + 0.08464266359806061, + 0.2718982696533203, + 0.042333297431468964, + 0.14259743690490723, + 0.05886358767747879, + 0.08031967282295227, + 0.0534493662416935, + 0.08177527785301208, + 0.03979547694325447 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.07898349314928055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_7/index_tensor([4552, 4552])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_7/index_tensor([4552, 4552])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..37c01352a18097c074b038dfbb07d68c1c9a9df1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_7/index_tensor([4552, 4552])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, static close-up captures a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop. The scene is illuminated by bright, indirect midday light from an off-camera window, casting soft, unfocused highlights on the pot's brushed metal surface, creating a clean, high-key atmosphere. Inside the pot, an opaque, milky liquid begins to bubble softly; the surface begins to churn, then erupts into a violent tumble. With sudden acceleration, a thick layer of white foam rapidly expands, climbing the interior walls until the tumble reaches beyond the pot's polished rim. The foam cascades down the sides in a dense, uncontrolled stream, splashing onto the blazing element below. Upon contact, the liquid instantly vaporizes with a sharp, aggressive hiss, releasing a thick cloud of white steam. The overflow crackles and chars onto the black surface, capturing a tense and dramatic moment of inattention in the kitchen.", + "seed": 30564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_7/index_4552_seed_30564_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07678691484034061, + "vlm_logprob": -0.07678691484034061, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.07678691484034061, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02550636976957321 + ], + "opposite_logprob_tokens": [ + -3.7755062580108643 + ], + "logprob_reward": -0.02550636976957321, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02550636976957321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04409768432378769, + 0.026209352537989616, + 0.6709617376327515, + 0.05264665186405182, + 0.03450486436486244, + 0.020973965525627136, + 0.05967270955443382, + 0.013954900205135345, + 0.021730605512857437, + 0.05524753779172897 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.02550636976957321 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07906368374824524 + ], + "opposite_logprob_tokens": [ + -2.579063653945923 + ], + "logprob_reward": -0.07906368374824524, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07906368374824524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02754657343029976, + 0.024298174306750298, + 0.6712237596511841, + 0.029211590066552162, + 0.034472428262233734, + 0.021213173866271973, + 0.036745116114616394, + 0.01568896695971489, + 0.09815029799938202, + 0.041449934244155884 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.07906368374824524 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099381372332573 + ], + "opposite_logprob_tokens": [ + -4.511099338531494 + ], + "logprob_reward": -0.011099381372332573, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099381372332573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036844879388809204, + 0.020311087369918823, + 0.44221875071525574, + 0.03956306725740433, + 0.09052305668592453, + 0.0493200421333313, + 0.037786297500133514, + 0.10702699422836304, + 0.1256255954504013, + 0.050780221819877625 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.011099381372332573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521938383579254 + ], + "opposite_logprob_tokens": [ + -1.502193808555603 + ], + "logprob_reward": -0.2521938383579254, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521938383579254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07686560600996017, + 0.05734340474009514, + 0.04440361633896828, + 0.050056733191013336, + 0.11906547099351883, + 0.048505522310733795, + 0.05927424505352974, + 0.12044791877269745, + 0.28622007369995117, + 0.1378174126148224 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.2521938383579254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071300953626633 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071300953626633, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071300953626633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06828352063894272, + 0.04317232966423035, + 0.05803561583161354, + 0.09389390051364899, + 0.05435660108923912, + 0.026730505749583244, + 0.06432192027568817, + 0.07568372040987015, + 0.20030337572097778, + 0.3152184784412384 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.016071300953626633 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up captures a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop. The scene is illuminated by bright, indirect midday light from an off-camera window, casting soft, unfocused highlights on the pot's brushed metal surface, creating a clean, high-key atmosphere. Inside the pot, an opaque, milky liquid begins to bubble softly; the surface begins to churn, then erupts into a violent tumble. With sudden acceleration, a thick layer of white foam rapidly expands, climbing the interior walls until the tumble reaches beyond the pot's polished rim. The foam cascades down the sides in a dense, uncontrolled stream, splashing onto the blazing element below. Upon contact, the liquid instantly vaporizes with a sharp, aggressive hiss, releasing a thick cloud of white steam. The overflow crackles and chars onto the black surface, capturing a tense and dramatic moment of inattention in the kitchen.", + "seed": 30565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_7/index_4552_seed_30565_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1387652263045311, + "vlm_logprob": -0.1387652263045311, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.1387652263045311, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03565317019820213 + ], + "opposite_logprob_tokens": [ + -3.4106531143188477 + ], + "logprob_reward": -0.03565317019820213, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03565317019820213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23326243460178375, + 0.055381111800670624, + 0.1257583051919937, + 0.0872979462146759, + 0.1640530526638031, + 0.07053374499082565, + 0.15611454844474792, + 0.03496239706873894, + 0.03417924419045448, + 0.038457199931144714 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03565317019820213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10041610151529312 + ], + "opposite_logprob_tokens": [ + -2.3504161834716797 + ], + "logprob_reward": -0.10041610151529312, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10041610151529312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12840919196605682, + 0.08481984585523605, + 0.1045435443520546, + 0.1829129010438919, + 0.050133708864450455, + 0.09957987815141678, + 0.20921020209789276, + 0.05877953767776489, + 0.04113776236772537, + 0.04047343134880066 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.10041610151529312 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096755862236023 + ], + "opposite_logprob_tokens": [ + -4.141096591949463 + ], + "logprob_reward": -0.016096755862236023, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096755862236023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06325245648622513, + 0.03649156913161278, + 0.050958190113306046, + 0.0790882408618927, + 0.1464393436908722, + 0.07943572849035263, + 0.2585381269454956, + 0.156523659825325, + 0.03147995471954346, + 0.09779271483421326 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.016096755862236023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234703421592712 + ], + "opposite_logprob_tokens": [ + -0.8984703421592712 + ], + "logprob_reward": -0.5234703421592712, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234703421592712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06158360466361046, + 0.07507891207933426, + 0.03898555040359497, + 0.10799168050289154, + 0.16627559065818787, + 0.12802745401859283, + 0.20445720851421356, + 0.09173534065485, + 0.031116317957639694, + 0.094748355448246 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.5234703421592712 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818976178765297 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818976178765297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818976178765297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1288928985595703, + 0.06668803095817566, + 0.09545165300369263, + 0.04576938599348068, + 0.1950773298740387, + 0.1781120002269745, + 0.04497852176427841, + 0.1068749651312828, + 0.03445512056350708, + 0.10370010882616043 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.01818976178765297 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up captures a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop. The scene is illuminated by bright, indirect midday light from an off-camera window, casting soft, unfocused highlights on the pot's brushed metal surface, creating a clean, high-key atmosphere. Inside the pot, an opaque, milky liquid begins to bubble softly; the surface begins to churn, then erupts into a violent tumble. With sudden acceleration, a thick layer of white foam rapidly expands, climbing the interior walls until the tumble reaches beyond the pot's polished rim. The foam cascades down the sides in a dense, uncontrolled stream, splashing onto the blazing element below. Upon contact, the liquid instantly vaporizes with a sharp, aggressive hiss, releasing a thick cloud of white steam. The overflow crackles and chars onto the black surface, capturing a tense and dramatic moment of inattention in the kitchen.", + "seed": 30566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_7/index_4552_seed_30566_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03946341760456562, + "vlm_logprob": -0.03946341760456562, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.03946341760456562, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01953517086803913 + ], + "opposite_logprob_tokens": [ + -4.019535064697266 + ], + "logprob_reward": -0.01953517086803913, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01953517086803913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1361490786075592, + 0.059717729687690735, + 0.03991026431322098, + 0.20043690502643585, + 0.07147945463657379, + 0.27955928444862366, + 0.046188320964574814, + 0.11249953508377075, + 0.023388152942061424, + 0.030671315267682076 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.01953517086803913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904771715402603 + ], + "opposite_logprob_tokens": [ + -2.579047679901123 + ], + "logprob_reward": -0.07904771715402603, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904771715402603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0974932312965393, + 0.055969491600990295, + 0.07518840581178665, + 0.23251685500144958, + 0.09954942762851715, + 0.07006818801164627, + 0.058785900473594666, + 0.25816601514816284, + 0.0211465023458004, + 0.031115993857383728 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.07904771715402603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598772913217545 + ], + "opposite_logprob_tokens": [ + -3.895598888397217 + ], + "logprob_reward": -0.020598772913217545, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598772913217545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0549466535449028, + 0.03455735743045807, + 0.009847714565694332, + 0.4340527057647705, + 0.05918039381504059, + 0.118821881711483, + 0.0445832721889019, + 0.1503719687461853, + 0.020896373316645622, + 0.07274170219898224 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.020598772913217545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620705783367157 + ], + "opposite_logprob_tokens": [ + -2.812070608139038 + ], + "logprob_reward": -0.0620705783367157, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620705783367157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05987349897623062, + 0.06160041689872742, + 0.03329230472445488, + 0.33883050084114075, + 0.03532348945736885, + 0.14795826375484467, + 0.04710977524518967, + 0.1481865793466568, + 0.022797316312789917, + 0.10502789169549942 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.0620705783367157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064848750829697 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064848750829697, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064848750829697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1333455890417099, + 0.1312636137008667, + 0.018706656992435455, + 0.4199059009552002, + 0.020254479721188545, + 0.13112381100654602, + 0.025173982605338097, + 0.07651966065168381, + 0.026418345049023628, + 0.017287923023104668 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.016064848750829697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, static close-up captures a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop. The scene is illuminated by bright, indirect midday light from an off-camera window, casting soft, unfocused highlights on the pot's brushed metal surface, creating a clean, high-key atmosphere. Inside the pot, an opaque, milky liquid begins to bubble softly; the surface begins to churn, then erupts into a violent tumble. With sudden acceleration, a thick layer of white foam rapidly expands, climbing the interior walls until the tumble reaches beyond the pot's polished rim. The foam cascades down the sides in a dense, uncontrolled stream, splashing onto the blazing element below. Upon contact, the liquid instantly vaporizes with a sharp, aggressive hiss, releasing a thick cloud of white steam. The overflow crackles and chars onto the black surface, capturing a tense and dramatic moment of inattention in the kitchen.", + "seed": 30567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_7/index_4552_seed_30567_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11036062147468328, + "vlm_logprob": -0.11036062147468328, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.11036062147468328, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11435623466968536 + ], + "opposite_logprob_tokens": [ + -2.239356279373169 + ], + "logprob_reward": -0.11435623466968536, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11435623466968536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1780272126197815, + 0.12081195414066315, + 0.028594456613063812, + 0.1491674929857254, + 0.11920178681612015, + 0.09027721732854843, + 0.036778755486011505, + 0.09961320459842682, + 0.054325658828020096, + 0.12320221960544586 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.11435623466968536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522077262401581 + ], + "opposite_logprob_tokens": [ + -1.5022077560424805 + ], + "logprob_reward": -0.2522077262401581, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522077262401581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5347293019294739, + 0.03974252939224243, + 0.044774748384952545, + 0.1969713717699051, + 0.028277704492211342, + 0.015699272975325584, + 0.03782329708337784, + 0.02387164905667305, + 0.03772106394171715, + 0.04038902744650841 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.2522077262401581 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557956390082836 + ], + "opposite_logprob_tokens": [ + -4.3875579833984375 + ], + "logprob_reward": -0.012557956390082836, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557956390082836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30182090401649475, + 0.08172126114368439, + 0.038132794201374054, + 0.09290573000907898, + 0.06151876226067543, + 0.04421258717775345, + 0.09393031895160675, + 0.09339416772127151, + 0.050661489367485046, + 0.14170193672180176 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.012557956390082836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428833305835724 + ], + "opposite_logprob_tokens": [ + -2.01788330078125 + ], + "logprob_reward": -0.1428833305835724, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428833305835724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11055070161819458, + 0.16816610097885132, + 0.061387576162815094, + 0.12490234524011612, + 0.12939783930778503, + 0.047872789204120636, + 0.037045273929834366, + 0.06155295670032501, + 0.07717432826757431, + 0.18195006251335144 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.1428833305835724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming stainless steel pot resting on a modern black glass-ceramic cooktop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by bright, indirect midday light creating soft, unfocused highlights on the pot's brushed metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid inside the pot transition from soft bubbling to a violent tumble that erupts into a rapidly expanding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the overflowing foam cascade down the sides, splashing onto the cooktop and instantly vaporizing with a sharp hiss to release a thick cloud of white steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned as a tight, static close-up throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797859489917755 + ], + "opposite_logprob_tokens": [ + -3.5297977924346924 + ], + "logprob_reward": -0.029797859489917755, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797859489917755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21475228667259216, + 0.03414740040898323, + 0.05843602493405342, + 0.08758421987295151, + 0.11291259527206421, + 0.08190113306045532, + 0.11517304182052612, + 0.07413113862276077, + 0.13743744790554047, + 0.08352478593587875 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.029797859489917755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_8/index_tensor([2875, 2875])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_8/index_tensor([2875, 2875])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..942f9b489a53b788f8a4a4b94a3e4004e6fd1c92 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_8/index_tensor([2875, 2875])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, face-on, extreme wide-angle lens captures a magnificent spiral galaxy, its glowing arms initially dominating the frame. The camera then begins a slow, steady, and continuous zoom out, creating the illusion of the Milky Way receding. At its center, an ultra-dense bulge of ancient, yellow-white stars burns with brilliant intensity, forming a powerful center of gravity. From this core, majestic spiral arms, woven from countless swirls of stars—some appearing like sharp, bluish-white pinpricks, others like softer flashes of golden lightning—unfold into the void. Within these swirling arms nestle vast, luminous clouds, rendered as ethereal, cloud-like structures in vibrant hues of burgundy, deep purple, and electric blue, their wispy, filamentous structures illuminated from within by clusters of newly born stars. As the camera deliberately pulls back, the Milky Way shrinks in the frame, receding into infinite, velvety darkness, its intricate details gradually merging into a single, breathtaking vortex of light. The entire scene is bathed in the glow of the Milky Way itself, creating a high-contrast, photorealistic image that evokes a profound atmosphere of awe-inspiring majesty, cosmic scale, and tranquil solitude.", + "seed": 22365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_8/index_2875_seed_22365_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06807310283184051, + "vlm_logprob": -0.06807310283184051, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.06807310283184051, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04397030174732208 + ], + "opposite_logprob_tokens": [ + -3.2939703464508057 + ], + "logprob_reward": -0.04397030174732208, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04397030174732208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060567114502191544, + 0.014712360687553883, + 0.03272872045636177, + 0.040912531316280365, + 0.5873792171478271, + 0.011911927722394466, + 0.019071536138653755, + 0.012198120355606079, + 0.1729501634836197, + 0.047568343579769135 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.04397030174732208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707975506782532 + ], + "opposite_logprob_tokens": [ + -2.127079725265503 + ], + "logprob_reward": -0.12707975506782532, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707975506782532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04398075491189957, + 0.02634638547897339, + 0.06053818762302399, + 0.05074328929185867, + 0.4592953324317932, + 0.21185468137264252, + 0.0217042937874794, + 0.019137056544423103, + 0.04791839048266411, + 0.05848168581724167 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.12707975506782532 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018206853419542313 + ], + "opposite_logprob_tokens": [ + -4.01820707321167 + ], + "logprob_reward": -0.018206853419542313, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018206853419542313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041231103241443634, + 0.028669726103544235, + 0.06075417995452881, + 0.16887865960597992, + 0.06344785541296005, + 0.17343007028102875, + 0.009591843001544476, + 0.03181805834174156, + 0.3705102801322937, + 0.05166827514767647 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.018206853419542313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062053438276052475 + ], + "opposite_logprob_tokens": [ + -2.8120534420013428 + ], + "logprob_reward": -0.062053438276052475, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062053438276052475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030036913231015205, + 0.0354790985584259, + 0.05372033268213272, + 0.08573733270168304, + 0.13954845070838928, + 0.06099311634898186, + 0.012501336634159088, + 0.0316915288567543, + 0.37299665808677673, + 0.17729529738426208 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.062053438276052475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905516564846039 + ], + "opposite_logprob_tokens": [ + -2.464055061340332 + ], + "logprob_reward": -0.08905516564846039, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905516564846039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02151479572057724, + 0.018363622948527336, + 0.01752140000462532, + 0.06847381591796875, + 0.36934253573417664, + 0.02499997988343239, + 0.02103736624121666, + 0.020206432789564133, + 0.3578638434410095, + 0.08067616075277328 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.08905516564846039 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, face-on, extreme wide-angle lens captures a magnificent spiral galaxy, its glowing arms initially dominating the frame. The camera then begins a slow, steady, and continuous zoom out, creating the illusion of the Milky Way receding. At its center, an ultra-dense bulge of ancient, yellow-white stars burns with brilliant intensity, forming a powerful center of gravity. From this core, majestic spiral arms, woven from countless swirls of stars—some appearing like sharp, bluish-white pinpricks, others like softer flashes of golden lightning—unfold into the void. Within these swirling arms nestle vast, luminous clouds, rendered as ethereal, cloud-like structures in vibrant hues of burgundy, deep purple, and electric blue, their wispy, filamentous structures illuminated from within by clusters of newly born stars. As the camera deliberately pulls back, the Milky Way shrinks in the frame, receding into infinite, velvety darkness, its intricate details gradually merging into a single, breathtaking vortex of light. The entire scene is bathed in the glow of the Milky Way itself, creating a high-contrast, photorealistic image that evokes a profound atmosphere of awe-inspiring majesty, cosmic scale, and tranquil solitude.", + "seed": 22366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_8/index_2875_seed_22366_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09241750221699477, + "vlm_logprob": -0.09241750221699477, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.09241750221699477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06864163279533386 + ], + "opposite_logprob_tokens": [ + -2.8186416625976562 + ], + "logprob_reward": -0.06864163279533386, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06864163279533386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059310004115104675, + 0.03359789773821831, + 0.02523951046168804, + 0.22124336659908295, + 0.11191856116056442, + 0.3422466814517975, + 0.05159570276737213, + 0.08314231038093567, + 0.025003477931022644, + 0.04670248553156853 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.06864163279533386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157910883426666 + ], + "opposite_logprob_tokens": [ + -1.7015790939331055 + ], + "logprob_reward": -0.20157910883426666, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157910883426666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04910856485366821, + 0.029975535348057747, + 0.04783428832888603, + 0.28049707412719727, + 0.09515544772148132, + 0.0470966100692749, + 0.08774300664663315, + 0.11684790998697281, + 0.14690664410591125, + 0.09883495420217514 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.20157910883426666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555836699903011 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.012555836699903011, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555836699903011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0472806915640831, + 0.034962248057127, + 0.06856537610292435, + 0.18998198211193085, + 0.3231084644794464, + 0.039375189691782, + 0.11842784285545349, + 0.06616740673780441, + 0.023313220590353012, + 0.08881761878728867 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.012555836699903011 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032369196414948 + ], + "opposite_logprob_tokens": [ + -2.3503236770629883 + ], + "logprob_reward": -0.10032369196414948, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032369196414948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031594131141901016, + 0.09803835302591324, + 0.04384944215416908, + 0.0781981572508812, + 0.1406547576189041, + 0.4908592402935028, + 0.027972973883152008, + 0.012916318140923977, + 0.014676510356366634, + 0.0612400583922863 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.10032369196414948 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789872407913208 + ], + "opposite_logprob_tokens": [ + -2.5789871215820312 + ], + "logprob_reward": -0.0789872407913208, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789872407913208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03868885710835457, + 0.0203916784375906, + 0.0205835048109293, + 0.05429338663816452, + 0.19905222952365875, + 0.1862383782863617, + 0.03614623472094536, + 0.17677396535873413, + 0.14738312363624573, + 0.1204485222697258 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.0789872407913208 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, face-on, extreme wide-angle lens captures a magnificent spiral galaxy, its glowing arms initially dominating the frame. The camera then begins a slow, steady, and continuous zoom out, creating the illusion of the Milky Way receding. At its center, an ultra-dense bulge of ancient, yellow-white stars burns with brilliant intensity, forming a powerful center of gravity. From this core, majestic spiral arms, woven from countless swirls of stars—some appearing like sharp, bluish-white pinpricks, others like softer flashes of golden lightning—unfold into the void. Within these swirling arms nestle vast, luminous clouds, rendered as ethereal, cloud-like structures in vibrant hues of burgundy, deep purple, and electric blue, their wispy, filamentous structures illuminated from within by clusters of newly born stars. As the camera deliberately pulls back, the Milky Way shrinks in the frame, receding into infinite, velvety darkness, its intricate details gradually merging into a single, breathtaking vortex of light. The entire scene is bathed in the glow of the Milky Way itself, creating a high-contrast, photorealistic image that evokes a profound atmosphere of awe-inspiring majesty, cosmic scale, and tranquil solitude.", + "seed": 22367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_8/index_2875_seed_22367_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027323946170508862, + "vlm_logprob": -0.027323946170508862, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.027323946170508862, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05612111836671829 + ], + "opposite_logprob_tokens": [ + -3.0561211109161377 + ], + "logprob_reward": -0.05612111836671829, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05612111836671829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09369377046823502, + 0.06839990615844727, + 0.08805225789546967, + 0.4006836712360382, + 0.10892516374588013, + 0.07020314037799835, + 0.05135904997587204, + 0.07171662151813507, + 0.025200601667165756, + 0.02176579460501671 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.05612111836671829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816603288054466 + ], + "opposite_logprob_tokens": [ + -3.5298166275024414 + ], + "logprob_reward": -0.029816603288054466, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816603288054466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08809245377779007, + 0.04731561988592148, + 0.07916051149368286, + 0.1926756054162979, + 0.059795260429382324, + 0.07677925378084183, + 0.05728905647993088, + 0.13808651268482208, + 0.20389309525489807, + 0.05691267549991608 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.029816603288054466 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797580540180206 + ], + "opposite_logprob_tokens": [ + -4.6347975730896 + ], + "logprob_reward": -0.009797580540180206, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797580540180206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12998685240745544, + 0.046825021505355835, + 0.05260605365037918, + 0.287688672542572, + 0.08757967501878738, + 0.1799534112215042, + 0.03072984516620636, + 0.05405242368578911, + 0.06582333147525787, + 0.06475470215082169 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.009797580540180206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082404293119907 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082404293119907, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082404293119907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056064870208501816, + 0.07164019346237183, + 0.07375577837228775, + 0.12814262509346008, + 0.09764859825372696, + 0.3671026825904846, + 0.06745356321334839, + 0.06795095652341843, + 0.02829134464263916, + 0.04194936156272888 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.011082404293119907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802024364471436 + ], + "opposite_logprob_tokens": [ + -3.529802083969116 + ], + "logprob_reward": -0.029802024364471436, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802024364471436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1384609490633011, + 0.0644013062119484, + 0.11769944429397583, + 0.13716602325439453, + 0.05897808074951172, + 0.1363116204738617, + 0.03531201556324959, + 0.0699511170387268, + 0.1449904441833496, + 0.09672898054122925 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.029802024364471436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, face-on, extreme wide-angle lens captures a magnificent spiral galaxy, its glowing arms initially dominating the frame. The camera then begins a slow, steady, and continuous zoom out, creating the illusion of the Milky Way receding. At its center, an ultra-dense bulge of ancient, yellow-white stars burns with brilliant intensity, forming a powerful center of gravity. From this core, majestic spiral arms, woven from countless swirls of stars—some appearing like sharp, bluish-white pinpricks, others like softer flashes of golden lightning—unfold into the void. Within these swirling arms nestle vast, luminous clouds, rendered as ethereal, cloud-like structures in vibrant hues of burgundy, deep purple, and electric blue, their wispy, filamentous structures illuminated from within by clusters of newly born stars. As the camera deliberately pulls back, the Milky Way shrinks in the frame, receding into infinite, velvety darkness, its intricate details gradually merging into a single, breathtaking vortex of light. The entire scene is bathed in the glow of the Milky Way itself, creating a high-contrast, photorealistic image that evokes a profound atmosphere of awe-inspiring majesty, cosmic scale, and tranquil solitude.", + "seed": 22368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_8/index_2875_seed_22368_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09698704779148101, + "vlm_logprob": -0.09698704779148101, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.09698704779148101, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23826690018177032 + ], + "opposite_logprob_tokens": [ + -1.613266944885254 + ], + "logprob_reward": -0.23826690018177032, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23826690018177032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3987446129322052, + 0.05501795932650566, + 0.09478230774402618, + 0.19706407189369202, + 0.09081600606441498, + 0.06862582266330719, + 0.030852148309350014, + 0.01740018092095852, + 0.03053632378578186, + 0.016160542145371437 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.23826690018177032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005549222230911 + ], + "opposite_logprob_tokens": [ + -2.6950554847717285 + ], + "logprob_reward": -0.07005549222230911, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005549222230911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18474580347537994, + 0.11916379630565643, + 0.19614405930042267, + 0.08966123312711716, + 0.03492243215441704, + 0.11126700788736343, + 0.15377211570739746, + 0.024502811953425407, + 0.03569159656763077, + 0.05012914910912514 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.07005549222230911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014225974678993225 + ], + "opposite_logprob_tokens": [ + -4.264225959777832 + ], + "logprob_reward": -0.014225974678993225, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014225974678993225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3950848877429962, + 0.08661729097366333, + 0.13329912722110748, + 0.03498153015971184, + 0.04949670284986496, + 0.1156323105096817, + 0.06957322359085083, + 0.03297070041298866, + 0.026687016710639, + 0.05565723776817322 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.014225974678993225 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620601624250412 + ], + "opposite_logprob_tokens": [ + -2.8120601177215576 + ], + "logprob_reward": -0.0620601624250412, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620601624250412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4174242913722992, + 0.08825870603322983, + 0.08622991293668747, + 0.05866829678416252, + 0.030153421685099602, + 0.15858548879623413, + 0.07458513230085373, + 0.03392081335186958, + 0.030719729140400887, + 0.021454155445098877 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0620601624250412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the galaxy captured with a face-on orientation and an extreme wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, steady, and continuous zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central bulge of the galaxy yellow-white and ultra-dense?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the spiral arms colored with vibrant hues of burgundy, deep purple, and electric blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the Milky Way receding into infinite, velvety darkness as the camera pulls back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032670944929123 + ], + "opposite_logprob_tokens": [ + -2.3503267765045166 + ], + "logprob_reward": -0.10032670944929123, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032670944929123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2652365565299988, + 0.09994678199291229, + 0.05929907411336899, + 0.05003175511956215, + 0.019253315404057503, + 0.1857953667640686, + 0.1506556123495102, + 0.09139690548181534, + 0.035104960203170776, + 0.04327963665127754 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.10032670944929123 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_9/index_tensor([4031, 4031])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_9/index_tensor([4031, 4031])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..178875ea9b0cedc76cb443ca8da8df9ccb13ec6b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_9/index_tensor([4031, 4031])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up, the camera moves in an elegant and slow spiral, employing a soft focus lens to delicately capture an intricately crafted sterling silver tea set. The set, comprising a teapot with a swan-neck spout and several matching teacups, appears to defy gravity, rising steadily and gracefully in a counterclockwise rotation. Lighting is expertly crafted for still life photography, with a soft key light intertwined with a bright rim light across the highly polished mirrored surface. The light flows gently along the delicate Baroque-style scrollwork reliefs on the pot and cups, creating a jade-like luster and rich, deep shadows, perfectly illustrating the fluid luster of the surface. The entire set hovers above a deep, nearly black background, punctuated by countless hazy, warm, golden circular spots cast by distant light sources, creating a tranquil, luxurious, and dreamy visual atmosphere.", + "seed": 11057, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_9/index_4031_seed_11057_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10985337123274803, + "vlm_logprob": -0.10985337123274803, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.10985337123274803, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015127927996218204 + ], + "opposite_logprob_tokens": [ + -4.265128135681152 + ], + "logprob_reward": -0.015127927996218204, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015127927996218204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048246365040540695, + 0.24249745905399323, + 0.007652619853615761, + 0.04586666822433472, + 0.06258456408977509, + 0.02424497716128826, + 0.19169098138809204, + 0.12610749900341034, + 0.07714416086673737, + 0.1739647090435028 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.015127927996218204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427941471338272 + ], + "opposite_logprob_tokens": [ + -2.017794132232666 + ], + "logprob_reward": -0.1427941471338272, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427941471338272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11789487302303314, + 0.047048263251781464, + 0.017541851848363876, + 0.05465802550315857, + 0.024819359183311462, + 0.042868051677942276, + 0.2055109292268753, + 0.03662710636854172, + 0.06481119990348816, + 0.38822034001350403 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.1427941471338272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38701164722442627 + ], + "opposite_logprob_tokens": [ + -1.1370116472244263 + ], + "logprob_reward": -0.38701164722442627, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38701164722442627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10435125231742859, + 0.21151715517044067, + 0.015229791402816772, + 0.056894563138484955, + 0.0509931743144989, + 0.046286989003419876, + 0.18690600991249084, + 0.12421682476997375, + 0.032802071422338486, + 0.17080217599868774 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.38701164722442627 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036149173974990845 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036149173974990845, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036149173974990845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16436058282852173, + 0.11545410752296448, + 0.02755485102534294, + 0.03869922459125519, + 0.041275594383478165, + 0.07636776566505432, + 0.14817065000534058, + 0.1086440309882164, + 0.06903726607561111, + 0.2104359120130539 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0036149173974990845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007182164117693901 + ], + "opposite_logprob_tokens": [ + -7.250718116760254 + ], + "logprob_reward": -0.0007182164117693901, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007182164117693901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1079735979437828, + 0.09413044154644012, + 0.017938125878572464, + 0.07392700016498566, + 0.020533986389636993, + 0.054522618651390076, + 0.1409248560667038, + 0.04230371117591858, + 0.05268239229917526, + 0.39506325125694275 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.0007182164117693901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera moves in an elegant and slow spiral, employing a soft focus lens to delicately capture an intricately crafted sterling silver tea set. The set, comprising a teapot with a swan-neck spout and several matching teacups, appears to defy gravity, rising steadily and gracefully in a counterclockwise rotation. Lighting is expertly crafted for still life photography, with a soft key light intertwined with a bright rim light across the highly polished mirrored surface. The light flows gently along the delicate Baroque-style scrollwork reliefs on the pot and cups, creating a jade-like luster and rich, deep shadows, perfectly illustrating the fluid luster of the surface. The entire set hovers above a deep, nearly black background, punctuated by countless hazy, warm, golden circular spots cast by distant light sources, creating a tranquil, luxurious, and dreamy visual atmosphere.", + "seed": 11058, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_9/index_4031_seed_11058_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06960601969622075, + "vlm_logprob": -0.06960601969622075, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.06960601969622075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02176133170723915 + ], + "opposite_logprob_tokens": [ + -3.896761417388916 + ], + "logprob_reward": -0.02176133170723915, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02176133170723915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16682814061641693, + 0.0526285357773304, + 0.11159273982048035, + 0.11588797718286514, + 0.07743506133556366, + 0.10171958804130554, + 0.11947882920503616, + 0.07631724327802658, + 0.042424801737070084, + 0.13568708300590515 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.02176133170723915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986953258514404 + ], + "opposite_logprob_tokens": [ + -1.804869532585144 + ], + "logprob_reward": -0.17986953258514404, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986953258514404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10437075793743134, + 0.07971056550741196, + 0.18391549587249756, + 0.06385508179664612, + 0.0704536885023117, + 0.046737752854824066, + 0.07456766068935394, + 0.26320794224739075, + 0.038254328072071075, + 0.07492665946483612 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.17986953258514404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277027547359467 + ], + "opposite_logprob_tokens": [ + -2.017770290374756 + ], + "logprob_reward": -0.14277027547359467, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14277027547359467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13246645033359528, + 0.06399277597665787, + 0.15356425940990448, + 0.12149427086114883, + 0.0610714927315712, + 0.0839916318655014, + 0.05951843410730362, + 0.12433211505413055, + 0.020448002964258194, + 0.17912054061889648 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.14277027547359467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028173536993563175 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028173536993563175, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028173536993563175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11618929356336594, + 0.18369552493095398, + 0.1176554337143898, + 0.08308958262205124, + 0.08329333364963531, + 0.05982593074440956, + 0.07443436980247498, + 0.07561033219099045, + 0.039349064230918884, + 0.16685716807842255 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.0028173536993563175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008116050157696009 + ], + "opposite_logprob_tokens": [ + -7.125811576843262 + ], + "logprob_reward": -0.0008116050157696009, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008116050157696009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1477830708026886, + 0.042552076280117035, + 0.10813256353139877, + 0.09482312947511673, + 0.03380374610424042, + 0.11431325227022171, + 0.09870912879705429, + 0.2181301712989807, + 0.05351059511303902, + 0.08824224770069122 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0008116050157696009 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera moves in an elegant and slow spiral, employing a soft focus lens to delicately capture an intricately crafted sterling silver tea set. The set, comprising a teapot with a swan-neck spout and several matching teacups, appears to defy gravity, rising steadily and gracefully in a counterclockwise rotation. Lighting is expertly crafted for still life photography, with a soft key light intertwined with a bright rim light across the highly polished mirrored surface. The light flows gently along the delicate Baroque-style scrollwork reliefs on the pot and cups, creating a jade-like luster and rich, deep shadows, perfectly illustrating the fluid luster of the surface. The entire set hovers above a deep, nearly black background, punctuated by countless hazy, warm, golden circular spots cast by distant light sources, creating a tranquil, luxurious, and dreamy visual atmosphere.", + "seed": 11059, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_9/index_4031_seed_11059_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08237924923887477, + "vlm_logprob": -0.08237924923887477, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.08237924923887477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027173133566975594 + ], + "opposite_logprob_tokens": [ + -3.6521730422973633 + ], + "logprob_reward": -0.027173133566975594, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027173133566975594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11504483968019485, + 0.11348089575767517, + 0.14055906236171722, + 0.3683089315891266, + 0.048987023532390594, + 0.01915913261473179, + 0.060301508754491806, + 0.06144816428422928, + 0.03037511184811592, + 0.04233529791235924 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.027173133566975594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798870712518692 + ], + "opposite_logprob_tokens": [ + -1.804887056350708 + ], + "logprob_reward": -0.1798870712518692, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798870712518692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08550739288330078, + 0.11490561813116074, + 0.1361803263425827, + 0.2140805572271347, + 0.021310990676283836, + 0.03472442179918289, + 0.11192747950553894, + 0.16381016373634338, + 0.05004293844103813, + 0.06751008331775665 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.1798870712518692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015364170074463 + ], + "opposite_logprob_tokens": [ + -1.7015364170074463 + ], + "logprob_reward": -0.2015364170074463, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015364170074463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1251486986875534, + 0.15269941091537476, + 0.12436904013156891, + 0.03205624222755432, + 0.026787646114826202, + 0.060378119349479675, + 0.20147928595542908, + 0.13684266805648804, + 0.08974473178386688, + 0.050494156777858734 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.2015364170074463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024876620154827833 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024876620154827833, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024876620154827833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.248917818069458, + 0.18155978620052338, + 0.08012159168720245, + 0.08548258990049362, + 0.02367168478667736, + 0.052247464656829834, + 0.0855180099606514, + 0.09686796367168427, + 0.07135488837957382, + 0.0742582380771637 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0024876620154827833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008119623525999486 + ], + "opposite_logprob_tokens": [ + -7.12581205368042 + ], + "logprob_reward": -0.0008119623525999486, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008119623525999486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1893080621957779, + 0.11540718376636505, + 0.07985033839941025, + 0.26473116874694824, + 0.010563661344349384, + 0.025649668648838997, + 0.1171783059835434, + 0.05604367330670357, + 0.08708302676677704, + 0.05418488010764122 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0008119623525999486 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera moves in an elegant and slow spiral, employing a soft focus lens to delicately capture an intricately crafted sterling silver tea set. The set, comprising a teapot with a swan-neck spout and several matching teacups, appears to defy gravity, rising steadily and gracefully in a counterclockwise rotation. Lighting is expertly crafted for still life photography, with a soft key light intertwined with a bright rim light across the highly polished mirrored surface. The light flows gently along the delicate Baroque-style scrollwork reliefs on the pot and cups, creating a jade-like luster and rich, deep shadows, perfectly illustrating the fluid luster of the surface. The entire set hovers above a deep, nearly black background, punctuated by countless hazy, warm, golden circular spots cast by distant light sources, creating a tranquil, luxurious, and dreamy visual atmosphere.", + "seed": 11060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000200/group_9/index_4031_seed_11060_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06530253537930548, + "vlm_logprob": -0.06530253537930548, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.06530253537930548, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021537700667977333 + ], + "opposite_logprob_tokens": [ + -3.8965377807617188 + ], + "logprob_reward": -0.021537700667977333, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021537700667977333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14276255667209625, + 0.04578490927815437, + 0.04488644003868103, + 0.07727576792240143, + 0.08517234027385712, + 0.09561720490455627, + 0.3021460473537445, + 0.07208608835935593, + 0.04309289529919624, + 0.09117573499679565 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.021537700667977333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280004799365997 + ], + "opposite_logprob_tokens": [ + -2.0178000926971436 + ], + "logprob_reward": -0.14280004799365997, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280004799365997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16815733909606934, + 0.10084222257137299, + 0.10576622188091278, + 0.06339141726493835, + 0.06882066279649734, + 0.042860571295022964, + 0.08465220779180527, + 0.21464024484157562, + 0.07532067596912384, + 0.07554841041564941 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.14280004799365997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033530235290527 + ], + "opposite_logprob_tokens": [ + -1.9103353023529053 + ], + "logprob_reward": -0.16033530235290527, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033530235290527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13735917210578918, + 0.04315515235066414, + 0.1337006539106369, + 0.0986873209476471, + 0.1280670017004013, + 0.10185866802930832, + 0.1187925860285759, + 0.12647397816181183, + 0.06673029065132141, + 0.045175131410360336 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.16033530235290527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009190387791022658 + ], + "opposite_logprob_tokens": [ + -7.000918865203857 + ], + "logprob_reward": -0.0009190387791022658, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009190387791022658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13013175129890442, + 0.05430538207292557, + 0.04546593874692917, + 0.026334214955568314, + 0.11503562331199646, + 0.08156458288431168, + 0.05030346289277077, + 0.0731615200638771, + 0.3737185001373291, + 0.04997898265719414 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.0009190387791022658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an intricately crafted sterling silver tea set including a teapot with a swan-neck spout and matching teacups?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tea set rising steadily and rotating in a counterclockwise direction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move in a slow spiral motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background deep and nearly black with hazy, warm, golden circular spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by a soft focus lens effect and a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009205871028825641 + ], + "opposite_logprob_tokens": [ + -7.00092077255249 + ], + "logprob_reward": -0.0009205871028825641, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009205871028825641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18449488282203674, + 0.07011987268924713, + 0.06420164555311203, + 0.05046088621020317, + 0.07943560928106308, + 0.1143069714307785, + 0.08833467215299606, + 0.07123061269521713, + 0.13554416596889496, + 0.14187070727348328 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0009205871028825641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_0/index_tensor([4742, 4742])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_0/index_tensor([4742, 4742])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cf2b8084e5629e61e272450775e4d3b0b3d06d84 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_0/index_tensor([4742, 4742])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a low-angle, medium-long shot rendered in Ufotable's signature gorgeous lighting style, the mysterious medicine seller stands quietly at the center of a vast, translucent ice sheet shimmering with a cold blue light. He wears a deep indigo kimono embroidered with intricate dark patterns, his signature large wooden medicine chest strapped to his back. His face is painted in classic red Kumadori makeup, his pointed ears betraying his inhumanity, and his expressionless face radiates a transcendent tranquility. Suddenly, beneath the ice, a powerful deep ocean current surges, causing spider-web-like cracks to appear on the solid surface beneath his feet. These cracks spread at an alarming rate, accompanied by a deep cracking sound, revealing the bottomless, inky black waters below. At the moment when the ice surface was about to completely collapse, the medicine seller held the scabbard with one hand and the hilt with the other hand in a stable and calm posture. As he pulled out the golden and dazzling demon-repelling sword, a dazzling golden energy burst out instantly, and countless glowing particle special effects swirled around him, and his own form also changed accordingly. The camera switched to an extreme close-up shot in an extremely fast push-track zoom and fast editing. The only thing left in the picture was his pupils that had turned completely pure gold. The pupils reflected the collapsed world and the sharp edge of the sword, revealing a sacred and cold majesty.", + "seed": 14698, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_0/index_4742_seed_14698_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02595697119832039, + "vlm_logprob": -0.02595697119832039, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.02595697119832039, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015704290941357613 + ], + "opposite_logprob_tokens": [ + -4.265704154968262 + ], + "logprob_reward": -0.015704290941357613, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015704290941357613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20944105088710785, + 0.09265489876270294, + 0.18532954156398773, + 0.0713021531701088, + 0.05705563351511955, + 0.07206197082996368, + 0.06277333199977875, + 0.08850023150444031, + 0.09988649189472198, + 0.0609947107732296 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.015704290941357613 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811520338058472 + ], + "opposite_logprob_tokens": [ + -3.2881152629852295 + ], + "logprob_reward": -0.03811520338058472, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811520338058472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20223087072372437, + 0.0702895075082779, + 0.10865669697523117, + 0.06457576155662537, + 0.10844700038433075, + 0.18397723138332367, + 0.055326737463474274, + 0.06598695367574692, + 0.07005920261144638, + 0.07045005261898041 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.03811520338058472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583942532539368 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583942532539368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583942532539368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09982841461896896, + 0.058397166430950165, + 0.03885923698544502, + 0.10553349554538727, + 0.09173540771007538, + 0.09291820228099823, + 0.07456327229738235, + 0.22080068290233612, + 0.15602456033229828, + 0.06133965775370598 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.020583942532539368 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738675758242607 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738675758242607, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738675758242607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05543631315231323, + 0.02579347975552082, + 0.022979820147156715, + 0.020365530624985695, + 0.03521263599395752, + 0.14679452776908875, + 0.11709773540496826, + 0.26852425932884216, + 0.1748095452785492, + 0.1329861730337143 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.006738675758242607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864274337887764 + ], + "opposite_logprob_tokens": [ + -3.048642635345459 + ], + "logprob_reward": -0.04864274337887764, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864274337887764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0643259584903717, + 0.027612468227744102, + 0.021889181807637215, + 0.026966838166117668, + 0.04092297703027725, + 0.046378448605537415, + 0.10879133641719818, + 0.2721281349658966, + 0.16743387281894684, + 0.22355079650878906 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.04864274337887764 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a low-angle, medium-long shot rendered in Ufotable's signature gorgeous lighting style, the mysterious medicine seller stands quietly at the center of a vast, translucent ice sheet shimmering with a cold blue light. He wears a deep indigo kimono embroidered with intricate dark patterns, his signature large wooden medicine chest strapped to his back. His face is painted in classic red Kumadori makeup, his pointed ears betraying his inhumanity, and his expressionless face radiates a transcendent tranquility. Suddenly, beneath the ice, a powerful deep ocean current surges, causing spider-web-like cracks to appear on the solid surface beneath his feet. These cracks spread at an alarming rate, accompanied by a deep cracking sound, revealing the bottomless, inky black waters below. At the moment when the ice surface was about to completely collapse, the medicine seller held the scabbard with one hand and the hilt with the other hand in a stable and calm posture. As he pulled out the golden and dazzling demon-repelling sword, a dazzling golden energy burst out instantly, and countless glowing particle special effects swirled around him, and his own form also changed accordingly. The camera switched to an extreme close-up shot in an extremely fast push-track zoom and fast editing. The only thing left in the picture was his pupils that had turned completely pure gold. The pupils reflected the collapsed world and the sharp edge of the sword, revealing a sacred and cold majesty.", + "seed": 14699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_0/index_4742_seed_14699_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03114270684309304, + "vlm_logprob": -0.03114270684309304, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.03114270684309304, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00920398160815239 + ], + "opposite_logprob_tokens": [ + -4.759203910827637 + ], + "logprob_reward": -0.00920398160815239, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00920398160815239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16644269227981567, + 0.055977627635002136, + 0.11939352005720139, + 0.040888115763664246, + 0.03490406274795532, + 0.06531739234924316, + 0.059129368513822556, + 0.07945477217435837, + 0.060558583587408066, + 0.3179338574409485 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.00920398160815239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.112964928150177 + ], + "opposite_logprob_tokens": [ + -2.2379648685455322 + ], + "logprob_reward": -0.112964928150177, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.112964928150177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23485229909420013, + 0.05989395081996918, + 0.11237241327762604, + 0.04425351694226265, + 0.05358876660466194, + 0.06537345796823502, + 0.028649816289544106, + 0.08196163177490234, + 0.031305115669965744, + 0.2877490222454071 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.112964928150177 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188826739788055 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.018188826739788055, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188826739788055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17806807160377502, + 0.046901851892471313, + 0.10401922464370728, + 0.06389018893241882, + 0.08216333389282227, + 0.12468750029802322, + 0.09949155896902084, + 0.09255406260490417, + 0.06760581582784653, + 0.14061836898326874 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.018188826739788055 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028204445261508226 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028204445261508226, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028204445261508226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0604795441031456, + 0.016451898962259293, + 0.04512162506580353, + 0.023440618067979813, + 0.04777013137936592, + 0.08945788443088531, + 0.06568523496389389, + 0.09033499658107758, + 0.03203778341412544, + 0.5292202830314636 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.0028204445261508226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535353191196918 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535353191196918, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535353191196918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03085147961974144, + 0.005553564056754112, + 0.006684998050332069, + 0.007285286672413349, + 0.011283712461590767, + 0.017203303053975105, + 0.016466401517391205, + 0.019143495708703995, + 0.019225994125008583, + 0.8663017153739929 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012535353191196918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a low-angle, medium-long shot rendered in Ufotable's signature gorgeous lighting style, the mysterious medicine seller stands quietly at the center of a vast, translucent ice sheet shimmering with a cold blue light. He wears a deep indigo kimono embroidered with intricate dark patterns, his signature large wooden medicine chest strapped to his back. His face is painted in classic red Kumadori makeup, his pointed ears betraying his inhumanity, and his expressionless face radiates a transcendent tranquility. Suddenly, beneath the ice, a powerful deep ocean current surges, causing spider-web-like cracks to appear on the solid surface beneath his feet. These cracks spread at an alarming rate, accompanied by a deep cracking sound, revealing the bottomless, inky black waters below. At the moment when the ice surface was about to completely collapse, the medicine seller held the scabbard with one hand and the hilt with the other hand in a stable and calm posture. As he pulled out the golden and dazzling demon-repelling sword, a dazzling golden energy burst out instantly, and countless glowing particle special effects swirled around him, and his own form also changed accordingly. The camera switched to an extreme close-up shot in an extremely fast push-track zoom and fast editing. The only thing left in the picture was his pupils that had turned completely pure gold. The pupils reflected the collapsed world and the sharp edge of the sword, revealing a sacred and cold majesty.", + "seed": 14700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_0/index_4742_seed_14700_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03108008150011301, + "vlm_logprob": -0.03108008150011301, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.03108008150011301, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00723456684499979 + ], + "opposite_logprob_tokens": [ + -5.007234573364258 + ], + "logprob_reward": -0.00723456684499979, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00723456684499979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18961790204048157, + 0.05794878304004669, + 0.04269234091043472, + 0.0546037033200264, + 0.13559016585350037, + 0.06425900757312775, + 0.07284777611494064, + 0.1633388251066208, + 0.1502598524093628, + 0.06884164363145828 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.00723456684499979 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296098679304123 + ], + "opposite_logprob_tokens": [ + -2.2379610538482666 + ], + "logprob_reward": -0.11296098679304123, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296098679304123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23822543025016785, + 0.08052366971969604, + 0.04465913027524948, + 0.03507464751601219, + 0.16170258820056915, + 0.06166333332657814, + 0.07727932184934616, + 0.13452957570552826, + 0.08285196870565414, + 0.08349023014307022 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.11296098679304123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200235716998577 + ], + "opposite_logprob_tokens": [ + -4.264200210571289 + ], + "logprob_reward": -0.014200235716998577, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200235716998577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12633809447288513, + 0.047748200595378876, + 0.036579396575689316, + 0.023042041808366776, + 0.03859781101346016, + 0.04081638902425766, + 0.21143199503421783, + 0.309967041015625, + 0.1053658276796341, + 0.06011325120925903 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.014200235716998577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028224652633070946 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.0028224652633070946, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028224652633070946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09314732998609543, + 0.041608113795518875, + 0.02335536852478981, + 0.022694025188684464, + 0.05979759991168976, + 0.03850354254245758, + 0.1978912055492401, + 0.3282613456249237, + 0.08305194228887558, + 0.11168945580720901 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.0028224652633070946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818215288221836 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.01818215288221836, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818215288221836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15246134996414185, + 0.0458371601998806, + 0.029930757358670235, + 0.02418852411210537, + 0.020020799711346626, + 0.03758047893643379, + 0.11866151541471481, + 0.2060670256614685, + 0.10550276190042496, + 0.2597496211528778 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.01818215288221836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a low-angle, medium-long shot rendered in Ufotable's signature gorgeous lighting style, the mysterious medicine seller stands quietly at the center of a vast, translucent ice sheet shimmering with a cold blue light. He wears a deep indigo kimono embroidered with intricate dark patterns, his signature large wooden medicine chest strapped to his back. His face is painted in classic red Kumadori makeup, his pointed ears betraying his inhumanity, and his expressionless face radiates a transcendent tranquility. Suddenly, beneath the ice, a powerful deep ocean current surges, causing spider-web-like cracks to appear on the solid surface beneath his feet. These cracks spread at an alarming rate, accompanied by a deep cracking sound, revealing the bottomless, inky black waters below. At the moment when the ice surface was about to completely collapse, the medicine seller held the scabbard with one hand and the hilt with the other hand in a stable and calm posture. As he pulled out the golden and dazzling demon-repelling sword, a dazzling golden energy burst out instantly, and countless glowing particle special effects swirled around him, and his own form also changed accordingly. The camera switched to an extreme close-up shot in an extremely fast push-track zoom and fast editing. The only thing left in the picture was his pupils that had turned completely pure gold. The pupils reflected the collapsed world and the sharp edge of the sword, revealing a sacred and cold majesty.", + "seed": 14701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_0/index_4742_seed_14701_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0467569200322032, + "vlm_logprob": -0.0467569200322032, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.0467569200322032, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016884271055459976 + ], + "opposite_logprob_tokens": [ + -4.1418843269348145 + ], + "logprob_reward": -0.016884271055459976, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016884271055459976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47819623351097107, + 0.03757874295115471, + 0.027546653524041176, + 0.025856494903564453, + 0.13370072841644287, + 0.04463409632444382, + 0.05333296209573746, + 0.08984050899744034, + 0.03798031061887741, + 0.07133325934410095 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.016884271055459976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603996902704239 + ], + "opposite_logprob_tokens": [ + -1.9103996753692627 + ], + "logprob_reward": -0.1603996902704239, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603996902704239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36029505729675293, + 0.12210284918546677, + 0.049593281000852585, + 0.038048360496759415, + 0.0710359588265419, + 0.13920609652996063, + 0.07155480235815048, + 0.03502697870135307, + 0.02200709469616413, + 0.09112945199012756 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.1603996902704239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607341133058071 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607341133058071, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607341133058071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10930521041154861, + 0.057220883667469025, + 0.06246239319443703, + 0.032818421721458435, + 0.08809719234704971, + 0.2177962362766266, + 0.10518296808004379, + 0.17320775985717773, + 0.07796372473239899, + 0.07594525068998337 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.01607341133058071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739386357367039 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739386357367039, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739386357367039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07935422658920288, + 0.05254040285944939, + 0.045775968581438065, + 0.03277591988444328, + 0.051994822919368744, + 0.04657242074608803, + 0.32242149114608765, + 0.25462374091148376, + 0.05004417896270752, + 0.06389688700437546 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.006739386357367039 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a vast translucent ice sheet with a cold blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the character wear a deep indigo kimono with intricate dark patterns and a large wooden medicine chest on his back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do spider-web-like cracks appear on the ice surface and spread rapidly to reveal inky black waters below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character pull out a golden sword that emits a dazzling golden energy burst with swirling glowing particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera switch to an extreme close-up with a fast push-track zoom ending on the character's pure gold pupils?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368784114718437 + ], + "opposite_logprob_tokens": [ + -3.4086878299713135 + ], + "logprob_reward": -0.03368784114718437, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368784114718437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09874863922595978, + 0.03708096221089363, + 0.036098308861255646, + 0.03597964346408844, + 0.056510720402002335, + 0.07109372317790985, + 0.114312082529068, + 0.41160303354263306, + 0.03609181568026543, + 0.10248106718063354 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.03368784114718437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_1/index_tensor([4507, 4507])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_1/index_tensor([4507, 4507])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4c561fdd1c269b9a36173ec7f3bb7eeff0a15368 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_1/index_tensor([4507, 4507])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot from a slightly elevated angle with a static camera captures a single rectangular metal stair tread isolated against a dark, out-of-focus concrete floor. Forged from brushed aluminum, the plate is defined by its precisely embossed, non-slip diamond pattern. A single, cool-toned spotlight streaks across its surface from above, capturing the raised edges of each diamond and creating an intricate grid of sharp, shimmering highlights and deep, contrasting shadows. Suddenly, the entire plate comes alive, bouncing and jiggling with exaggerated, spring-like vibrations. It rapidly bends and oscillates, its center bobbing up and down, while its corners throb with a life of their own, exhibiting a continuous, energetic fluctuation like a tiny, excited trampoline. As the plate undulates and ripples, highlights on its metal surface shimmer and dance, and cast shadows shift and distort in a mesmerizing rhythm, creating a focused, surreal atmosphere that brings the industrial object to life with a playful, physics-defying energy.", + "seed": 11819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_1/index_4507_seed_11819_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11184376180171966, + "vlm_logprob": -0.11184376180171966, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.11184376180171966, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2283964902162552 + ], + "opposite_logprob_tokens": [ + -1.6033965349197388 + ], + "logprob_reward": -0.2283964902162552, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2283964902162552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4019554853439331, + 0.07304921001195908, + 0.049221739172935486, + 0.09404940158128738, + 0.05400244891643524, + 0.06577649712562561, + 0.024381272494792938, + 0.07522481679916382, + 0.059195827692747116, + 0.10314331948757172 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.2283964902162552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17999380826950073 + ], + "opposite_logprob_tokens": [ + -1.8049938678741455 + ], + "logprob_reward": -0.17999380826950073, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17999380826950073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.306358277797699, + 0.14557257294654846, + 0.05304611474275589, + 0.07286432385444641, + 0.06023552268743515, + 0.09581240266561508, + 0.029951177537441254, + 0.12307140231132507, + 0.05744420737028122, + 0.055644042789936066 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.17999380826950073 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811611980199814 + ], + "opposite_logprob_tokens": [ + -3.288116216659546 + ], + "logprob_reward": -0.03811611980199814, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811611980199814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24500048160552979, + 0.10949023813009262, + 0.08294356614351273, + 0.1044524535536766, + 0.12163665145635605, + 0.034811701625585556, + 0.048179443925619125, + 0.14506426453590393, + 0.05068396031856537, + 0.057737305760383606 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.03811611980199814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033734291791915894 + ], + "opposite_logprob_tokens": [ + -3.4087343215942383 + ], + "logprob_reward": -0.033734291791915894, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033734291791915894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2065718173980713, + 0.20368604362010956, + 0.06466739624738693, + 0.06430688500404358, + 0.07561979442834854, + 0.048323649913072586, + 0.08575359731912613, + 0.14602097868919373, + 0.045310668647289276, + 0.05973915010690689 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.033734291791915894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897809892892838 + ], + "opposite_logprob_tokens": [ + -2.5789780616760254 + ], + "logprob_reward": -0.07897809892892838, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897809892892838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1634162962436676, + 0.23248788714408875, + 0.08787497878074646, + 0.041527096182107925, + 0.04362620413303375, + 0.08372209221124649, + 0.09423377364873886, + 0.09364066272974014, + 0.12545114755630493, + 0.034019846469163895 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.07897809892892838 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle with a static camera captures a single rectangular metal stair tread isolated against a dark, out-of-focus concrete floor. Forged from brushed aluminum, the plate is defined by its precisely embossed, non-slip diamond pattern. A single, cool-toned spotlight streaks across its surface from above, capturing the raised edges of each diamond and creating an intricate grid of sharp, shimmering highlights and deep, contrasting shadows. Suddenly, the entire plate comes alive, bouncing and jiggling with exaggerated, spring-like vibrations. It rapidly bends and oscillates, its center bobbing up and down, while its corners throb with a life of their own, exhibiting a continuous, energetic fluctuation like a tiny, excited trampoline. As the plate undulates and ripples, highlights on its metal surface shimmer and dance, and cast shadows shift and distort in a mesmerizing rhythm, creating a focused, surreal atmosphere that brings the industrial object to life with a playful, physics-defying energy.", + "seed": 11820, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_1/index_4507_seed_11820_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.031949490495026114, + "vlm_logprob": -0.031949490495026114, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.031949490495026114, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0204056017100811 + ], + "opposite_logprob_tokens": [ + -4.0204057693481445 + ], + "logprob_reward": -0.0204056017100811, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0204056017100811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10084515810012817, + 0.15373437106609344, + 0.10093379020690918, + 0.10522444546222687, + 0.032069966197013855, + 0.17785067856311798, + 0.060190487653017044, + 0.08378484100103378, + 0.09029752016067505, + 0.09506874531507492 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.0204056017100811 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076382951810956 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076382951810956, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076382951810956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16655947268009186, + 0.17132019996643066, + 0.0940340980887413, + 0.10283071547746658, + 0.023813892155885696, + 0.06818261742591858, + 0.0303483959287405, + 0.1428554356098175, + 0.1591213196516037, + 0.04093385487794876 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0076382951810956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369498997926712 + ], + "opposite_logprob_tokens": [ + -3.4086949825286865 + ], + "logprob_reward": -0.03369498997926712, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369498997926712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23900586366653442, + 0.10036110132932663, + 0.05814802274107933, + 0.0769764855504036, + 0.08381088823080063, + 0.1880250722169876, + 0.03260072320699692, + 0.031865574419498444, + 0.07770505547523499, + 0.11150126904249191 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.03369498997926712 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307344928383827 + ], + "opposite_logprob_tokens": [ + -3.1680734157562256 + ], + "logprob_reward": -0.04307344928383827, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307344928383827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08144684880971909, + 0.06941502541303635, + 0.1734219193458557, + 0.2696187496185303, + 0.017978431656956673, + 0.14011013507843018, + 0.09941931068897247, + 0.08106952160596848, + 0.041307076811790466, + 0.02621293067932129 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.04307344928383827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054935116320848465 + ], + "opposite_logprob_tokens": [ + -2.9299352169036865 + ], + "logprob_reward": -0.054935116320848465, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054935116320848465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14146846532821655, + 0.04471879452466965, + 0.16792139410972595, + 0.18261896073818207, + 0.03146352246403694, + 0.11270549893379211, + 0.038717370480298996, + 0.1582014411687851, + 0.06494446843862534, + 0.05724005773663521 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.054935116320848465 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle with a static camera captures a single rectangular metal stair tread isolated against a dark, out-of-focus concrete floor. Forged from brushed aluminum, the plate is defined by its precisely embossed, non-slip diamond pattern. A single, cool-toned spotlight streaks across its surface from above, capturing the raised edges of each diamond and creating an intricate grid of sharp, shimmering highlights and deep, contrasting shadows. Suddenly, the entire plate comes alive, bouncing and jiggling with exaggerated, spring-like vibrations. It rapidly bends and oscillates, its center bobbing up and down, while its corners throb with a life of their own, exhibiting a continuous, energetic fluctuation like a tiny, excited trampoline. As the plate undulates and ripples, highlights on its metal surface shimmer and dance, and cast shadows shift and distort in a mesmerizing rhythm, creating a focused, surreal atmosphere that brings the industrial object to life with a playful, physics-defying energy.", + "seed": 11821, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_1/index_4507_seed_11821_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.032781293243169786, + "vlm_logprob": -0.032781293243169786, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.032781293243169786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05060102790594101 + ], + "opposite_logprob_tokens": [ + -3.050601005554199 + ], + "logprob_reward": -0.05060102790594101, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05060102790594101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2506028711795807, + 0.14151683449745178, + 0.12264550477266312, + 0.12793494760990143, + 0.0429580882191658, + 0.054018136113882065, + 0.08004914969205856, + 0.03808487951755524, + 0.0843144878745079, + 0.05787508189678192 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.05060102790594101 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820802316069603 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.01820802316069603, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820802316069603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32328447699546814, + 0.11939230561256409, + 0.05679389461874962, + 0.14009560644626617, + 0.06839987635612488, + 0.058424390852451324, + 0.06104721501469612, + 0.046570029109716415, + 0.07323897629976273, + 0.052753206342458725 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.01820802316069603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292500525712967 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.023292500525712967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292500525712967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41075384616851807, + 0.12485413998365402, + 0.14769522845745087, + 0.07699845731258392, + 0.03325888141989708, + 0.036203015595674515, + 0.06708978861570358, + 0.04339750111103058, + 0.04134785756468773, + 0.018401337787508965 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023292500525712967 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109924644231796 + ], + "opposite_logprob_tokens": [ + -3.2881100177764893 + ], + "logprob_reward": -0.038109924644231796, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109924644231796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23404762148857117, + 0.09928533434867859, + 0.06578884273767471, + 0.23062361776828766, + 0.08966034650802612, + 0.06787489354610443, + 0.05374940112233162, + 0.03776456043124199, + 0.08730238676071167, + 0.03390303999185562 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.038109924644231796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369498997926712 + ], + "opposite_logprob_tokens": [ + -3.4086949825286865 + ], + "logprob_reward": -0.03369498997926712, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369498997926712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29694896936416626, + 0.10358206182718277, + 0.06460290402173996, + 0.05667061731219292, + 0.11779208481311798, + 0.055659081786870956, + 0.0736062303185463, + 0.0863792896270752, + 0.07431948184967041, + 0.07043923437595367 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03369498997926712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle with a static camera captures a single rectangular metal stair tread isolated against a dark, out-of-focus concrete floor. Forged from brushed aluminum, the plate is defined by its precisely embossed, non-slip diamond pattern. A single, cool-toned spotlight streaks across its surface from above, capturing the raised edges of each diamond and creating an intricate grid of sharp, shimmering highlights and deep, contrasting shadows. Suddenly, the entire plate comes alive, bouncing and jiggling with exaggerated, spring-like vibrations. It rapidly bends and oscillates, its center bobbing up and down, while its corners throb with a life of their own, exhibiting a continuous, energetic fluctuation like a tiny, excited trampoline. As the plate undulates and ripples, highlights on its metal surface shimmer and dance, and cast shadows shift and distort in a mesmerizing rhythm, creating a focused, surreal atmosphere that brings the industrial object to life with a playful, physics-defying energy.", + "seed": 11822, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_1/index_4507_seed_11822_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06421491131186485, + "vlm_logprob": -0.06421491131186485, + "vlm_yes_no_margin": 2.8499999761581423, + "vlm_token_credit": -0.06421491131186485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07246064394712448 + ], + "opposite_logprob_tokens": [ + -2.697460651397705 + ], + "logprob_reward": -0.07246064394712448, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07246064394712448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09280198812484741, + 0.14515084028244019, + 0.0590984970331192, + 0.11225965619087219, + 0.19936391711235046, + 0.11527323722839355, + 0.12968038022518158, + 0.02939530462026596, + 0.05592987313866615, + 0.06104624271392822 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.07246064394712448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982724830508232 + ], + "opposite_logprob_tokens": [ + -3.529827356338501 + ], + "logprob_reward": -0.02982724830508232, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982724830508232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2758258879184723, + 0.13826656341552734, + 0.15515491366386414, + 0.08121950924396515, + 0.07917744666337967, + 0.031100377440452576, + 0.038197193294763565, + 0.03645205870270729, + 0.09735488146543503, + 0.06725111603736877 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02982724830508232 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307139292359352 + ], + "opposite_logprob_tokens": [ + -3.1680715084075928 + ], + "logprob_reward": -0.04307139292359352, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307139292359352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09286172688007355, + 0.046446628868579865, + 0.1014517992734909, + 0.2935822606086731, + 0.07881791889667511, + 0.06417740136384964, + 0.1881573349237442, + 0.0213191956281662, + 0.06981658190488815, + 0.043369174003601074 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.04307139292359352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706957757472992 + ], + "opposite_logprob_tokens": [ + -2.1270694732666016 + ], + "logprob_reward": -0.12706957757472992, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12706957757472992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0696844756603241, + 0.27759894728660583, + 0.07300206273794174, + 0.12563829123973846, + 0.03367089852690697, + 0.1911461353302002, + 0.06687890738248825, + 0.05166994780302048, + 0.0656408816576004, + 0.04506952688097954 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.12706957757472992 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single rectangular metal stair tread made of brushed aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stair tread feature a precisely embossed, non-slip diamond pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, out-of-focus concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the stair tread exhibit exaggerated, spring-like vibrations where the center bobs and corners throb?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme close-up from a slightly elevated angle that remains static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864569380879402 + ], + "opposite_logprob_tokens": [ + -3.0486457347869873 + ], + "logprob_reward": -0.04864569380879402, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864569380879402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0647536963224411, + 0.36795860528945923, + 0.025236407294869423, + 0.12076298147439957, + 0.051385119557380676, + 0.06910909712314606, + 0.14301563799381256, + 0.040199458599090576, + 0.079091876745224, + 0.03848707675933838 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.04864569380879402 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_10/index_tensor([9834, 9834])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_10/index_tensor([9834, 9834])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a6e2d4c6e7425ceb876689416f1ed8f6f1c2616c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_10/index_tensor([9834, 9834])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle macro shot zeroes in on the surface of a forgotten hot pot, capturing the final moments of its transformation. The pot, a traditional brass vessel with a subtle patina of use, stands alone under a warm overhead light on a dark wooden dining table. Inside, a rich, savory, crimson broth slowly cools, its once bubbling life now completely still. The primary effect is the deliberate, steady formation of a waxy, opaque film across the surface; it begins at the edges where the liquid meets the cold metal and spreads relentlessly toward the center. This layer of solidified fat, with its pale, matte texture, obscures the vibrant color of the broth, transforming the shimmering, reflective surface into a dull, almost skin-like membrane that conceals the star anise and dried chilies floating beneath. The shallow depth of field transforms the background—the remnants of a meal—into a soft, blurred blur, focusing all attention on the quiet, melancholic proceedings and creating an intense atmosphere of tranquility and abandonment.", + "seed": 4114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_10/index_9834_seed_4114_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015371778700500726, + "vlm_logprob": -0.015371778700500726, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.015371778700500726, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010163577273488045 + ], + "opposite_logprob_tokens": [ + -4.7601637840271 + ], + "logprob_reward": -0.010163577273488045, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010163577273488045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10007510334253311, + 0.10753291845321655, + 0.30303284525871277, + 0.06468266248703003, + 0.23393234610557556, + 0.03914966434240341, + 0.014965147711336613, + 0.1046193540096283, + 0.024063367396593094, + 0.007946529425680637 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.010163577273488045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008664749562740326 + ], + "opposite_logprob_tokens": [ + -4.758664608001709 + ], + "logprob_reward": -0.008664749562740326, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008664749562740326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14798055589199066, + 0.11483561992645264, + 0.18210072815418243, + 0.051397453993558884, + 0.18074776232242584, + 0.1619345247745514, + 0.019328199326992035, + 0.10690056532621384, + 0.020221469923853874, + 0.01455311756581068 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.008664749562740326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591532811522484 + ], + "opposite_logprob_tokens": [ + -3.8955914974212646 + ], + "logprob_reward": -0.020591532811522484, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591532811522484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06183610484004021, + 0.026959974318742752, + 0.05141928419470787, + 0.015008299611508846, + 0.0702296569943428, + 0.4133916199207306, + 0.04984134063124657, + 0.13570000231266022, + 0.12458143383264542, + 0.05103229358792305 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.020591532811522484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811859130859375 + ], + "opposite_logprob_tokens": [ + -3.5298118591308594 + ], + "logprob_reward": -0.029811859130859375, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811859130859375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09630580246448517, + 0.10373491793870926, + 0.3423061668872833, + 0.02672397531569004, + 0.09072481095790863, + 0.13323093950748444, + 0.015895001590251923, + 0.04716623201966286, + 0.05147691071033478, + 0.0924353152513504 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.029811859130859375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627174723893404 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627174723893404, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627174723893404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08503662049770355, + 0.11619789153337479, + 0.2078104317188263, + 0.03419936075806618, + 0.2527884840965271, + 0.22872966527938843, + 0.015187636949121952, + 0.03065613843500614, + 0.012504847720265388, + 0.016888964921236038 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.007627174723893404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro shot zeroes in on the surface of a forgotten hot pot, capturing the final moments of its transformation. The pot, a traditional brass vessel with a subtle patina of use, stands alone under a warm overhead light on a dark wooden dining table. Inside, a rich, savory, crimson broth slowly cools, its once bubbling life now completely still. The primary effect is the deliberate, steady formation of a waxy, opaque film across the surface; it begins at the edges where the liquid meets the cold metal and spreads relentlessly toward the center. This layer of solidified fat, with its pale, matte texture, obscures the vibrant color of the broth, transforming the shimmering, reflective surface into a dull, almost skin-like membrane that conceals the star anise and dried chilies floating beneath. The shallow depth of field transforms the background—the remnants of a meal—into a soft, blurred blur, focusing all attention on the quiet, melancholic proceedings and creating an intense atmosphere of tranquility and abandonment.", + "seed": 4115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_10/index_9834_seed_4115_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01812834683805704, + "vlm_logprob": -0.01812834683805704, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.01812834683805704, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027399450540542603 + ], + "opposite_logprob_tokens": [ + -3.6523995399475098 + ], + "logprob_reward": -0.027399450540542603, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027399450540542603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7926874160766602, + 0.029480207711458206, + 0.016621842980384827, + 0.015028671361505985, + 0.06924622505903244, + 0.013757032342255116, + 0.011494352482259274, + 0.012368902564048767, + 0.031177746132016182, + 0.008137611672282219 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.027399450540542603 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798288345336914 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798288345336914, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798288345336914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6237831115722656, + 0.055591922253370285, + 0.15576335787773132, + 0.030629631131887436, + 0.03712115064263344, + 0.02806619182229042, + 0.009234893135726452, + 0.01587975211441517, + 0.030716856941580772, + 0.013213101774454117 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009798288345336914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715736120939255 + ], + "opposite_logprob_tokens": [ + -3.4087157249450684 + ], + "logprob_reward": -0.033715736120939255, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715736120939255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.520514965057373, + 0.051082465797662735, + 0.025939064100384712, + 0.05933954194188118, + 0.07883641123771667, + 0.0895756185054779, + 0.0338619202375412, + 0.01815754547715187, + 0.10363158583641052, + 0.01906086504459381 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.033715736120939255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651395328342915 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651395328342915, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651395328342915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09674742072820663, + 0.036997467279434204, + 0.06515645980834961, + 0.07930595427751541, + 0.23040221631526947, + 0.11168260127305984, + 0.11166780441999435, + 0.05038177967071533, + 0.10405215620994568, + 0.11360606551170349 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.008651395328342915 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107686385512352 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.01107686385512352, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107686385512352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41236063838005066, + 0.041204579174518585, + 0.08879170566797256, + 0.0267807487398386, + 0.11766345798969269, + 0.035365596413612366, + 0.0664072036743164, + 0.02099955640733242, + 0.14416763186454773, + 0.046258799731731415 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.01107686385512352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro shot zeroes in on the surface of a forgotten hot pot, capturing the final moments of its transformation. The pot, a traditional brass vessel with a subtle patina of use, stands alone under a warm overhead light on a dark wooden dining table. Inside, a rich, savory, crimson broth slowly cools, its once bubbling life now completely still. The primary effect is the deliberate, steady formation of a waxy, opaque film across the surface; it begins at the edges where the liquid meets the cold metal and spreads relentlessly toward the center. This layer of solidified fat, with its pale, matte texture, obscures the vibrant color of the broth, transforming the shimmering, reflective surface into a dull, almost skin-like membrane that conceals the star anise and dried chilies floating beneath. The shallow depth of field transforms the background—the remnants of a meal—into a soft, blurred blur, focusing all attention on the quiet, melancholic proceedings and creating an intense atmosphere of tranquility and abandonment.", + "seed": 4116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_10/index_9834_seed_4116_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01854448691010475, + "vlm_logprob": -0.01854448691010475, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.01854448691010475, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012133480049669743 + ], + "opposite_logprob_tokens": [ + -4.512133598327637 + ], + "logprob_reward": -0.012133480049669743, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012133480049669743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1728198081254959, + 0.30582863092422485, + 0.05611309036612511, + 0.10326454043388367, + 0.03504331409931183, + 0.042641784995794296, + 0.01855943165719509, + 0.0476062037050724, + 0.19737493991851807, + 0.020748229697346687 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.012133480049669743 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256501954048872 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.01256501954048872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256501954048872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11849290132522583, + 0.12096108496189117, + 0.08331911265850067, + 0.03140353411436081, + 0.03713595122098923, + 0.030860772356390953, + 0.05800515413284302, + 0.17759746313095093, + 0.29879188537597656, + 0.043432094156742096 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.01256501954048872 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043081097304821014 + ], + "opposite_logprob_tokens": [ + -3.168081045150757 + ], + "logprob_reward": -0.043081097304821014, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043081097304821014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08036792278289795, + 0.1280711144208908, + 0.1303071826696396, + 0.2784581482410431, + 0.0426475964486599, + 0.0457489900290966, + 0.01891951449215412, + 0.04768488183617592, + 0.1698579639196396, + 0.05793663114309311 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.043081097304821014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204161897301674 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204161897301674, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204161897301674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0455973818898201, + 0.23377500474452972, + 0.026144349947571754, + 0.04620417207479477, + 0.04524805396795273, + 0.018424877896904945, + 0.023651443421840668, + 0.21078279614448547, + 0.3054547607898712, + 0.0447172075510025 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.018204161897301674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738675758242607 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738675758242607, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738675758242607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0636422410607338, + 0.26136302947998047, + 0.034476250410079956, + 0.07679282128810883, + 0.048147670924663544, + 0.01174836978316307, + 0.023346897214651108, + 0.125947043299675, + 0.27588871121406555, + 0.07864696532487869 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.006738675758242607 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle macro shot zeroes in on the surface of a forgotten hot pot, capturing the final moments of its transformation. The pot, a traditional brass vessel with a subtle patina of use, stands alone under a warm overhead light on a dark wooden dining table. Inside, a rich, savory, crimson broth slowly cools, its once bubbling life now completely still. The primary effect is the deliberate, steady formation of a waxy, opaque film across the surface; it begins at the edges where the liquid meets the cold metal and spreads relentlessly toward the center. This layer of solidified fat, with its pale, matte texture, obscures the vibrant color of the broth, transforming the shimmering, reflective surface into a dull, almost skin-like membrane that conceals the star anise and dried chilies floating beneath. The shallow depth of field transforms the background—the remnants of a meal—into a soft, blurred blur, focusing all attention on the quiet, melancholic proceedings and creating an intense atmosphere of tranquility and abandonment.", + "seed": 4117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_10/index_9834_seed_4117_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030970197264105083, + "vlm_logprob": -0.030970197264105083, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.030970197264105083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027549294754862785 + ], + "opposite_logprob_tokens": [ + -3.6525492668151855 + ], + "logprob_reward": -0.027549294754862785, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027549294754862785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04900690168142319, + 0.029438938945531845, + 0.01942151039838791, + 0.04148353636264801, + 0.009374779649078846, + 0.3435242474079132, + 0.3650226891040802, + 0.07178478688001633, + 0.025779293850064278, + 0.0451633520424366 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.027549294754862785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009810211136937141 + ], + "opposite_logprob_tokens": [ + -4.634810447692871 + ], + "logprob_reward": -0.009810211136937141, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009810211136937141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14850279688835144, + 0.09903053939342499, + 0.03185826912522316, + 0.04815668240189552, + 0.03004460595548153, + 0.17971259355545044, + 0.2856720983982086, + 0.09533752501010895, + 0.03903089463710785, + 0.042653925716876984 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.009810211136937141 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867646470665932 + ], + "opposite_logprob_tokens": [ + -3.0486764907836914 + ], + "logprob_reward": -0.04867646470665932, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867646470665932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029025031253695488, + 0.029544973745942116, + 0.026330558583140373, + 0.037561990320682526, + 0.008045143447816372, + 0.01691661775112152, + 0.6758187413215637, + 0.07428282499313354, + 0.08173899352550507, + 0.020735178142786026 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.04867646470665932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207337975502014 + ], + "opposite_logprob_tokens": [ + -2.8120734691619873 + ], + "logprob_reward": -0.06207337975502014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207337975502014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08308205753564835, + 0.0540761798620224, + 0.09418459236621857, + 0.04924344643950462, + 0.03215372934937477, + 0.3565269112586975, + 0.15680402517318726, + 0.051073312759399414, + 0.07230024039745331, + 0.050555504858493805 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.06207337975502014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a traditional brass hot pot with a visible patina of use?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hot pot placed on a dark wooden dining table under warm overhead lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the broth inside the pot contain visible star anise and dried chilies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pale, matte, waxy film forming on the broth surface, spreading from the edges toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, high-angle macro view with a shallow depth of field blurring the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741635967046022 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741635967046022, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741635967046022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04015954211354256, + 0.06963170319795609, + 0.0347357839345932, + 0.050454236567020416, + 0.02244441956281662, + 0.18651697039604187, + 0.46543094515800476, + 0.041616495698690414, + 0.045796822756528854, + 0.04321311041712761 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.006741635967046022 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_11/index_tensor([5786, 5786])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_11/index_tensor([5786, 5786])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cd155513c6242df7e407d1ded4cd8822a2fcf2fe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_11/index_tensor([5786, 5786])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level, medium-wide shot captures a tense outdoor confrontation unfolding on a paved path in a park, under the soft, even light of an overcast day. On the left, a man in a vibrant blue zip-up hoodie clutches a black nylon leash, his expression turning panicked. At the end of the leash, an energetic golden retriever playfully and forcefully sinks its teeth into the gray pant leg of an elderly man in a charcoal wool sweater. The dog leaps and pulls relentlessly, its body squirming with excitement. The gray-clad man suddenly becomes agitated, his body jerking upright, arms and legs flailing in an attempt to break free, while shaking his head angrily and exclaiming in disbelief. His eyes quickly flicker to the ground, and he quickly grabs a fallen branch and punches the dog hard in the side. The dog barks and immediately takes off. Immediately, the blue-clad man tightens the leash, deliberately guiding the now-subdued dog to the right of the frame, his action bringing a tense and abrupt end to the chaotic interaction.", + "seed": 18453, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_11/index_5786_seed_18453_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12675210162997247, + "vlm_logprob": -0.12675210162997247, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.12675210162997247, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04583766311407089 + ], + "opposite_logprob_tokens": [ + -3.170837640762329 + ], + "logprob_reward": -0.04583766311407089, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04583766311407089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21892651915550232, + 0.11789943277835846, + 0.04456745833158493, + 0.08004465699195862, + 0.05730327218770981, + 0.06350459158420563, + 0.01896771416068077, + 0.12191284447908401, + 0.20052127540111542, + 0.07635220885276794 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04583766311407089 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004657847806811333 + ], + "opposite_logprob_tokens": [ + -5.379657745361328 + ], + "logprob_reward": -0.004657847806811333, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004657847806811333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07785733044147491, + 0.17634007334709167, + 0.08082276582717896, + 0.11802226305007935, + 0.14313291013240814, + 0.06020011752843857, + 0.045273780822753906, + 0.12734313309192657, + 0.12222442775964737, + 0.04878320172429085 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.004657847806811333 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592233166098595 + ], + "opposite_logprob_tokens": [ + -3.895592212677002 + ], + "logprob_reward": -0.020592233166098595, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592233166098595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12537570297718048, + 0.07621627300977707, + 0.03256607428193092, + 0.07780607044696808, + 0.17855635285377502, + 0.1201159730553627, + 0.06059948354959488, + 0.14895202219486237, + 0.07319360971450806, + 0.1066184714436531 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.020592233166098595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135186433792114 + ], + "opposite_logprob_tokens": [ + -1.4063518047332764 + ], + "logprob_reward": -0.28135186433792114, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135186433792114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059998489916324615, + 0.2776201665401459, + 0.01663222536444664, + 0.08480202406644821, + 0.0827208086848259, + 0.06854087859392166, + 0.060656704008579254, + 0.047085151076316833, + 0.14280159771442413, + 0.15914186835289001 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.28135186433792114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813208997249603 + ], + "opposite_logprob_tokens": [ + -1.4063209295272827 + ], + "logprob_reward": -0.2813208997249603, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813208997249603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18646863102912903, + 0.1103711649775505, + 0.08297788351774216, + 0.10652712732553482, + 0.04704735428094864, + 0.04771266132593155, + 0.047049690037965775, + 0.08980704843997955, + 0.234455406665802, + 0.04758305475115776 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.2813208997249603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium-wide shot captures a tense outdoor confrontation unfolding on a paved path in a park, under the soft, even light of an overcast day. On the left, a man in a vibrant blue zip-up hoodie clutches a black nylon leash, his expression turning panicked. At the end of the leash, an energetic golden retriever playfully and forcefully sinks its teeth into the gray pant leg of an elderly man in a charcoal wool sweater. The dog leaps and pulls relentlessly, its body squirming with excitement. The gray-clad man suddenly becomes agitated, his body jerking upright, arms and legs flailing in an attempt to break free, while shaking his head angrily and exclaiming in disbelief. His eyes quickly flicker to the ground, and he quickly grabs a fallen branch and punches the dog hard in the side. The dog barks and immediately takes off. Immediately, the blue-clad man tightens the leash, deliberately guiding the now-subdued dog to the right of the frame, his action bringing a tense and abrupt end to the chaotic interaction.", + "seed": 18454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_11/index_5786_seed_18454_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13531472440809011, + "vlm_logprob": -0.13531472440809011, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.13531472440809011, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.147114098072052 + ], + "opposite_logprob_tokens": [ + -2.0221140384674072 + ], + "logprob_reward": -0.147114098072052, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.147114098072052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10703901946544647, + 0.06746898591518402, + 0.13898390531539917, + 0.0788169726729393, + 0.18644283711910248, + 0.0581885427236557, + 0.029751073569059372, + 0.13491472601890564, + 0.15350142121315002, + 0.04489240422844887 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.147114098072052 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004665679298341274 + ], + "opposite_logprob_tokens": [ + -5.379665851593018 + ], + "logprob_reward": -0.004665679298341274, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004665679298341274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1334669142961502, + 0.09437597543001175, + 0.07771666347980499, + 0.12128499150276184, + 0.0720110684633255, + 0.09396348893642426, + 0.04380377009510994, + 0.10802249610424042, + 0.08556030690670013, + 0.16979435086250305 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.004665679298341274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866022989153862 + ], + "opposite_logprob_tokens": [ + -3.0486602783203125 + ], + "logprob_reward": -0.04866022989153862, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866022989153862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0873580276966095, + 0.2636606693267822, + 0.0525108240544796, + 0.06943110376596451, + 0.10581621527671814, + 0.05601092427968979, + 0.039194151759147644, + 0.08820465952157974, + 0.06328283250331879, + 0.17453067004680634 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.04866022989153862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870965540409088 + ], + "opposite_logprob_tokens": [ + -1.1370965242385864 + ], + "logprob_reward": -0.3870965540409088, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870965540409088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10581024736166, + 0.49130576848983765, + 0.059763628989458084, + 0.05544428899884224, + 0.03477247804403305, + 0.03722374513745308, + 0.030024711042642593, + 0.04314984381198883, + 0.06268417090177536, + 0.07982112467288971 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.3870965540409088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903706073760986 + ], + "opposite_logprob_tokens": [ + -2.4640369415283203 + ], + "logprob_reward": -0.08903706073760986, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903706073760986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0542440190911293, + 0.12518291175365448, + 0.09968826174736023, + 0.08697579056024551, + 0.21803918480873108, + 0.055605486035346985, + 0.06085098907351494, + 0.1437152475118637, + 0.10766218602657318, + 0.04803583398461342 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.08903706073760986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium-wide shot captures a tense outdoor confrontation unfolding on a paved path in a park, under the soft, even light of an overcast day. On the left, a man in a vibrant blue zip-up hoodie clutches a black nylon leash, his expression turning panicked. At the end of the leash, an energetic golden retriever playfully and forcefully sinks its teeth into the gray pant leg of an elderly man in a charcoal wool sweater. The dog leaps and pulls relentlessly, its body squirming with excitement. The gray-clad man suddenly becomes agitated, his body jerking upright, arms and legs flailing in an attempt to break free, while shaking his head angrily and exclaiming in disbelief. His eyes quickly flicker to the ground, and he quickly grabs a fallen branch and punches the dog hard in the side. The dog barks and immediately takes off. Immediately, the blue-clad man tightens the leash, deliberately guiding the now-subdued dog to the right of the frame, his action bringing a tense and abrupt end to the chaotic interaction.", + "seed": 18455, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_11/index_5786_seed_18455_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16880442639812826, + "vlm_logprob": -0.16880442639812826, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.16880442639812826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21024669706821442 + ], + "opposite_logprob_tokens": [ + -1.7102466821670532 + ], + "logprob_reward": -0.21024669706821442, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21024669706821442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2376866489648819, + 0.06499374657869339, + 0.1673230230808258, + 0.04942077398300171, + 0.06275226175785065, + 0.06741227954626083, + 0.20509915053844452, + 0.07900099456310272, + 0.03600999712944031, + 0.03030114248394966 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.21024669706821442 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052861678414046764 + ], + "opposite_logprob_tokens": [ + -5.25528621673584 + ], + "logprob_reward": -0.0052861678414046764, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052861678414046764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15307898819446564, + 0.0703505128622055, + 0.10791470855474472, + 0.08329007774591446, + 0.09688105434179306, + 0.05285969749093056, + 0.2982494831085205, + 0.08408688753843307, + 0.017127767205238342, + 0.03616076335310936 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0052861678414046764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307447746396065 + ], + "opposite_logprob_tokens": [ + -3.168074369430542 + ], + "logprob_reward": -0.04307447746396065, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307447746396065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0902702659368515, + 0.0866084024310112, + 0.12788143754005432, + 0.1300271600484848, + 0.08355805277824402, + 0.04049788415431976, + 0.21602767705917358, + 0.12831641733646393, + 0.02849012054502964, + 0.06832265108823776 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.04307447746396065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523366391658783 + ], + "opposite_logprob_tokens": [ + -0.898366391658783 + ], + "logprob_reward": -0.523366391658783, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523366391658783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.246169775724411, + 0.05354035273194313, + 0.2750687599182129, + 0.0877324640750885, + 0.042120516300201416, + 0.06274272501468658, + 0.06861280649900436, + 0.0907416120171547, + 0.03202841803431511, + 0.04124251753091812 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.523366391658783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062048397958278656 + ], + "opposite_logprob_tokens": [ + -2.8120484352111816 + ], + "logprob_reward": -0.062048397958278656, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062048397958278656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15544448792934418, + 0.06432003527879715, + 0.16808977723121643, + 0.20024017989635468, + 0.12019979953765869, + 0.14298614859580994, + 0.0467798188328743, + 0.046798985451459885, + 0.01910710707306862, + 0.03603365272283554 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.062048397958278656 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, medium-wide shot captures a tense outdoor confrontation unfolding on a paved path in a park, under the soft, even light of an overcast day. On the left, a man in a vibrant blue zip-up hoodie clutches a black nylon leash, his expression turning panicked. At the end of the leash, an energetic golden retriever playfully and forcefully sinks its teeth into the gray pant leg of an elderly man in a charcoal wool sweater. The dog leaps and pulls relentlessly, its body squirming with excitement. The gray-clad man suddenly becomes agitated, his body jerking upright, arms and legs flailing in an attempt to break free, while shaking his head angrily and exclaiming in disbelief. His eyes quickly flicker to the ground, and he quickly grabs a fallen branch and punches the dog hard in the side. The dog barks and immediately takes off. Immediately, the blue-clad man tightens the leash, deliberately guiding the now-subdued dog to the right of the frame, his action bringing a tense and abrupt end to the chaotic interaction.", + "seed": 18456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_11/index_5786_seed_18456_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1513336113654077, + "vlm_logprob": -0.1513336113654077, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1513336113654077, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09632058441638947 + ], + "opposite_logprob_tokens": [ + -2.471320629119873 + ], + "logprob_reward": -0.09632058441638947, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09632058441638947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1836155503988266, + 0.1534556895494461, + 0.05195991322398186, + 0.25779905915260315, + 0.01816243678331375, + 0.12087056785821915, + 0.06910978257656097, + 0.06579320877790451, + 0.02562432736158371, + 0.053609468042850494 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.09632058441638947 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028531341813504696 + ], + "opposite_logprob_tokens": [ + -5.877852916717529 + ], + "logprob_reward": -0.0028531341813504696, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028531341813504696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0904805064201355, + 0.07351124286651611, + 0.03927871957421303, + 0.04027662053704262, + 0.10258402675390244, + 0.35004737973213196, + 0.02929595299065113, + 0.055093247443437576, + 0.13439202308654785, + 0.08504024147987366 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.0028531341813504696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359083130955696 + ], + "opposite_logprob_tokens": [ + -3.6513590812683105 + ], + "logprob_reward": -0.026359083130955696, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359083130955696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11109530180692673, + 0.04275309666991234, + 0.03981446474790573, + 0.03654033690690994, + 0.10514040291309357, + 0.4742559790611267, + 0.021093878895044327, + 0.045135993510484695, + 0.0898713618516922, + 0.03429916873574257 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.026359083130955696 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761771202087402 + ], + "opposite_logprob_tokens": [ + -0.8261771202087402 + ], + "logprob_reward": -0.5761771202087402, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761771202087402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13600151240825653, + 0.039926428347826004, + 0.03777933120727539, + 0.03697463497519493, + 0.03738805651664734, + 0.38492709398269653, + 0.04550199210643768, + 0.15178531408309937, + 0.09939155727624893, + 0.030324045568704605 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.5761771202087402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a paved path in a park under an overcast sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a man wearing a vibrant blue zip-up hoodie visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an energetic golden retriever sink its teeth into the pant leg of an elderly man wearing a charcoal wool sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the elderly man grab a fallen branch and punch the dog in the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, medium-wide shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495813488960266 + ], + "opposite_logprob_tokens": [ + -2.9299581050872803 + ], + "logprob_reward": -0.05495813488960266, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495813488960266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1393444538116455, + 0.06159892678260803, + 0.09844450652599335, + 0.058409977704286575, + 0.20819808542728424, + 0.17585474252700806, + 0.060288380831480026, + 0.045619238168001175, + 0.09908109158277512, + 0.05316059663891792 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.05495813488960266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_12/index_tensor([3011, 3011])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_12/index_tensor([3011, 3011])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..024f73977dcefaf309d8f973f00eeae85426a28c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_12/index_tensor([3011, 3011])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level, full-frame shot captures a meticulously designed video game webpage displayed on a high-resolution screen. The page is built on a dark, modern user interface, set against a subtly textured, deep charcoal gray background with a faint digital hexadecimal pattern. Dominating the top half is a vibrant, cinematic hero image, depicting a high-fantasy battle, frozen in the middle of the action: a knight clad in exquisite, polished silver armor inlaid with glowing blue filigree defensively raises a massive, ornate shield, while a massive, black-scaled dragon unleashes a torrent of digital fire and embers. The image's background reveals the sky above jagged, mossy mountains, all rendered in surreal detail. Superimposed on the hero image in the upper left corner is a stylized, sharp-edged placeholder for the game's title logo, rendered in a gleaming, chrome-like material. Across the top, a sleek, translucent navigation bar contains several minimalist icons and unlabeled text placeholders, all glowing with a soft white light. In the lower right corner of the hero image, a prominent rectangular button emits a pulsating orange light, clearly a primary call to action, without displaying any specific text. The overall atmosphere is polished and exciting, using the sharp contrast between the dark, cool UI and the fiery, dynamic hero image to create a powerful sense of digital immersion and epic adventure.", + "seed": 1199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_12/index_3011_seed_1199_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016799519676715134, + "vlm_logprob": -0.016799519676715134, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.016799519676715134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017792848870158195 + ], + "opposite_logprob_tokens": [ + -4.142792701721191 + ], + "logprob_reward": -0.017792848870158195, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017792848870158195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3179005980491638, + 0.1648048609495163, + 0.10862986743450165, + 0.04289308935403824, + 0.087294802069664, + 0.037925031036138535, + 0.07223759591579437, + 0.04138742759823799, + 0.049458958208560944, + 0.07746775448322296 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.017792848870158195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213869348168373 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014213869348168373, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213869348168373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3722417652606964, + 0.18984602391719818, + 0.0967847928404808, + 0.057029303163290024, + 0.06724332273006439, + 0.04502376914024353, + 0.035787370055913925, + 0.035092998296022415, + 0.04218887537717819, + 0.05876179784536362 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014213869348168373 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209050685167313 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209050685167313, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209050685167313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38279974460601807, + 0.17099478840827942, + 0.08246248960494995, + 0.0655096173286438, + 0.06191664934158325, + 0.06660455465316772, + 0.033673811703920364, + 0.034879401326179504, + 0.04263002797961235, + 0.05852886289358139 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014209050685167313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033690840005874634 + ], + "opposite_logprob_tokens": [ + -3.408690929412842 + ], + "logprob_reward": -0.033690840005874634, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033690840005874634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28201553225517273, + 0.15135574340820312, + 0.12047727406024933, + 0.0617857500910759, + 0.1257459819316864, + 0.062248390167951584, + 0.04623610898852348, + 0.03996139392256737, + 0.06050499156117439, + 0.04966875910758972 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033690840005874634 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090989474207163 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.004090989474207163, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090989474207163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2722647190093994, + 0.22137704491615295, + 0.17664176225662231, + 0.05463968217372894, + 0.0893588736653328, + 0.0760735273361206, + 0.02149745263159275, + 0.015751350671052933, + 0.02491421066224575, + 0.04748138040304184 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004090989474207163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-frame shot captures a meticulously designed video game webpage displayed on a high-resolution screen. The page is built on a dark, modern user interface, set against a subtly textured, deep charcoal gray background with a faint digital hexadecimal pattern. Dominating the top half is a vibrant, cinematic hero image, depicting a high-fantasy battle, frozen in the middle of the action: a knight clad in exquisite, polished silver armor inlaid with glowing blue filigree defensively raises a massive, ornate shield, while a massive, black-scaled dragon unleashes a torrent of digital fire and embers. The image's background reveals the sky above jagged, mossy mountains, all rendered in surreal detail. Superimposed on the hero image in the upper left corner is a stylized, sharp-edged placeholder for the game's title logo, rendered in a gleaming, chrome-like material. Across the top, a sleek, translucent navigation bar contains several minimalist icons and unlabeled text placeholders, all glowing with a soft white light. In the lower right corner of the hero image, a prominent rectangular button emits a pulsating orange light, clearly a primary call to action, without displaying any specific text. The overall atmosphere is polished and exciting, using the sharp contrast between the dark, cool UI and the fiery, dynamic hero image to create a powerful sense of digital immersion and epic adventure.", + "seed": 1200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_12/index_3011_seed_1200_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03210161719471216, + "vlm_logprob": -0.03210161719471216, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03210161719471216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012593036517500877 + ], + "opposite_logprob_tokens": [ + -4.5125932693481445 + ], + "logprob_reward": -0.012593036517500877, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012593036517500877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3785514831542969, + 0.11471369117498398, + 0.09416009485721588, + 0.04336479678750038, + 0.0635964646935463, + 0.032850246876478195, + 0.07410148531198502, + 0.07293354719877243, + 0.04953667148947716, + 0.07619152963161469 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012593036517500877 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300884291529655 + ], + "opposite_logprob_tokens": [ + -3.773300886154175 + ], + "logprob_reward": -0.023300884291529655, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300884291529655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38484862446784973, + 0.14933180809020996, + 0.08674599230289459, + 0.07739918678998947, + 0.058884263038635254, + 0.05822903290390968, + 0.03528613969683647, + 0.05513347312808037, + 0.03815581277012825, + 0.055985745042562485 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023300884291529655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002637535333633 + ], + "opposite_logprob_tokens": [ + -2.695026397705078 + ], + "logprob_reward": -0.07002637535333633, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002637535333633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5111463665962219, + 0.1040528193116188, + 0.08802684396505356, + 0.06838107109069824, + 0.04164814576506615, + 0.038413189351558685, + 0.03859215974807739, + 0.031770821660757065, + 0.024574941024184227, + 0.053393684327602386 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07002637535333633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864490032196045 + ], + "opposite_logprob_tokens": [ + -3.04864501953125 + ], + "logprob_reward": -0.04864490032196045, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864490032196045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5100609064102173, + 0.13585114479064941, + 0.08323408663272858, + 0.04631558433175087, + 0.02864772081375122, + 0.03304341062903404, + 0.037884317338466644, + 0.04087673872709274, + 0.03379957377910614, + 0.0502864345908165 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04864490032196045 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942889489233494 + ], + "opposite_logprob_tokens": [ + -5.1309428215026855 + ], + "logprob_reward": -0.005942889489233494, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942889489233494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4583255648612976, + 0.12802249193191528, + 0.14082804322242737, + 0.036301739513874054, + 0.047473736107349396, + 0.047284066677093506, + 0.024246223270893097, + 0.03373824059963226, + 0.034336887300014496, + 0.04944301024079323 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005942889489233494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-frame shot captures a meticulously designed video game webpage displayed on a high-resolution screen. The page is built on a dark, modern user interface, set against a subtly textured, deep charcoal gray background with a faint digital hexadecimal pattern. Dominating the top half is a vibrant, cinematic hero image, depicting a high-fantasy battle, frozen in the middle of the action: a knight clad in exquisite, polished silver armor inlaid with glowing blue filigree defensively raises a massive, ornate shield, while a massive, black-scaled dragon unleashes a torrent of digital fire and embers. The image's background reveals the sky above jagged, mossy mountains, all rendered in surreal detail. Superimposed on the hero image in the upper left corner is a stylized, sharp-edged placeholder for the game's title logo, rendered in a gleaming, chrome-like material. Across the top, a sleek, translucent navigation bar contains several minimalist icons and unlabeled text placeholders, all glowing with a soft white light. In the lower right corner of the hero image, a prominent rectangular button emits a pulsating orange light, clearly a primary call to action, without displaying any specific text. The overall atmosphere is polished and exciting, using the sharp contrast between the dark, cool UI and the fiery, dynamic hero image to create a powerful sense of digital immersion and epic adventure.", + "seed": 1201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_12/index_3011_seed_1201_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012164915259927512, + "vlm_logprob": -0.012164915259927512, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.012164915259927512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012007927522063255 + ], + "opposite_logprob_tokens": [ + -4.512007713317871 + ], + "logprob_reward": -0.012007927522063255, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012007927522063255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889757663011551, + 0.06332144141197205, + 0.07496300339698792, + 0.04645403474569321, + 0.04971960559487343, + 0.09778521955013275, + 0.09061641991138458, + 0.0766780748963356, + 0.04211733117699623, + 0.2693690359592438 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.012007927522063255 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979557354003191 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.00979557354003191, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979557354003191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4764804244041443, + 0.17652884125709534, + 0.07245375961065292, + 0.05620570853352547, + 0.041773371398448944, + 0.028606396168470383, + 0.023046517744660378, + 0.028969379141926765, + 0.054087571799755096, + 0.041848074644804 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00979557354003191 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550539337098598 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550539337098598, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550539337098598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4637759029865265, + 0.11110026389360428, + 0.03131510317325592, + 0.04029739275574684, + 0.017537681385874748, + 0.02681463584303856, + 0.02629282884299755, + 0.047996994107961655, + 0.06670895963907242, + 0.16816020011901855 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012550539337098598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282483220100403 + ], + "opposite_logprob_tokens": [ + -3.773282527923584 + ], + "logprob_reward": -0.023282483220100403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282483220100403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42097821831703186, + 0.08444804698228836, + 0.03593244031071663, + 0.04715879634022713, + 0.08090712130069733, + 0.15058359503746033, + 0.035525303333997726, + 0.027902130037546158, + 0.04743701592087746, + 0.06912732124328613 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.023282483220100403 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031880526803433895 + ], + "opposite_logprob_tokens": [ + -5.753188133239746 + ], + "logprob_reward": -0.0031880526803433895, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031880526803433895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21396291255950928, + 0.1802775114774704, + 0.07498915493488312, + 0.04494110122323036, + 0.04205726459622383, + 0.030917847529053688, + 0.08541905879974365, + 0.07209586352109909, + 0.02686777152121067, + 0.2284715473651886 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0031880526803433895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level, full-frame shot captures a meticulously designed video game webpage displayed on a high-resolution screen. The page is built on a dark, modern user interface, set against a subtly textured, deep charcoal gray background with a faint digital hexadecimal pattern. Dominating the top half is a vibrant, cinematic hero image, depicting a high-fantasy battle, frozen in the middle of the action: a knight clad in exquisite, polished silver armor inlaid with glowing blue filigree defensively raises a massive, ornate shield, while a massive, black-scaled dragon unleashes a torrent of digital fire and embers. The image's background reveals the sky above jagged, mossy mountains, all rendered in surreal detail. Superimposed on the hero image in the upper left corner is a stylized, sharp-edged placeholder for the game's title logo, rendered in a gleaming, chrome-like material. Across the top, a sleek, translucent navigation bar contains several minimalist icons and unlabeled text placeholders, all glowing with a soft white light. In the lower right corner of the hero image, a prominent rectangular button emits a pulsating orange light, clearly a primary call to action, without displaying any specific text. The overall atmosphere is polished and exciting, using the sharp contrast between the dark, cool UI and the fiery, dynamic hero image to create a powerful sense of digital immersion and epic adventure.", + "seed": 1202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_12/index_3011_seed_1202_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019808602705597877, + "vlm_logprob": -0.019808602705597877, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.019808602705597877, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018012868240475655 + ], + "opposite_logprob_tokens": [ + -4.143013000488281 + ], + "logprob_reward": -0.018012868240475655, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018012868240475655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34029632806777954, + 0.13388337194919586, + 0.06867220997810364, + 0.03688511997461319, + 0.037027981132268906, + 0.05247975513339043, + 0.049349889159202576, + 0.0426957868039608, + 0.17796564102172852, + 0.06074387952685356 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.018012868240475655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205407351255417 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205407351255417, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205407351255417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3891450762748718, + 0.16122041642665863, + 0.0937868133187294, + 0.05982475355267525, + 0.061704911291599274, + 0.038870178163051605, + 0.030327746644616127, + 0.0358528308570385, + 0.05562802404165268, + 0.07363921403884888 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014205407351255417 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058861404657364 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058861404657364, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058861404657364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46931755542755127, + 0.1730310320854187, + 0.06955625116825104, + 0.03888912871479988, + 0.04197582229971886, + 0.0373375229537487, + 0.028475990518927574, + 0.02518543228507042, + 0.061436012387275696, + 0.054795365780591965 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02058861404657364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043048784136772156 + ], + "opposite_logprob_tokens": [ + -3.168048858642578 + ], + "logprob_reward": -0.043048784136772156, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043048784136772156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.407214879989624, + 0.1319219321012497, + 0.06804513931274414, + 0.06287531554698944, + 0.10226405411958694, + 0.030609438195824623, + 0.0314328707754612, + 0.032710518687963486, + 0.06971649080514908, + 0.06320933997631073 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.043048784136772156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, eye-level, full-frame shot of a video game webpage on a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a dark, modern user interface with a deep charcoal gray color and faint digital hexadecimal pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hero image show a knight in polished silver armor with glowing blue filigree raising a massive ornate shield against a black-scaled dragon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a stylized, sharp-edged placeholder for a game title logo in the upper left corner rendered in a gleaming chrome-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a prominent rectangular button in the lower right corner of the hero image emitting a pulsating orange light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031873397529125214 + ], + "opposite_logprob_tokens": [ + -5.75318717956543 + ], + "logprob_reward": -0.0031873397529125214, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031873397529125214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25605425238609314, + 0.21883542835712433, + 0.10440570116043091, + 0.03628738597035408, + 0.053433340042829514, + 0.04021156206727028, + 0.059154119342565536, + 0.04312396049499512, + 0.06332625448703766, + 0.12516795098781586 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0031873397529125214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_13/index_tensor([3936, 3936])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_13/index_tensor([3936, 3936])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dce4a15b3cd2173c42484a969b5285dab015772e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_13/index_tensor([3936, 3936])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic slow-motion orbiting camera glides through the frozen moment of a catastrophic collision at sea, capturing the scene with a breathtaking time-lapse effect. A massive, cresting wave is captured the moment it crashes into the side of a shattered wooden wreck, its surface a swirling vortex of churning turquoise water and exploding white foam. The camera begins at a low angle, emphasizing the wave's terrifying scale, circling the scene in suspended animation. The vessel, an ancient galleon, has a broken mast, its rigging tattered and ice-crusted, and its hull visibly cracks and implodes under the immense pressure. Thousands of individual water droplets and larger plumes of sea mist hang motionless in the air like crystalline sculptures, capturing the harsh, cold light filtering through a wounded, purple-gray storm cloud sky. Broken planks and fragments of rope hang suspended in flight, creating a chaotic yet beautiful scene of destruction. The overall color palette is cool and desaturated, dominated by deep blues and grays, creating an atmosphere of stark, powerful, and tragic tranquility, akin to the overwhelming force of nature frozen in time.", + "seed": 26543, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_13/index_3936_seed_26543_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13468567226082087, + "vlm_logprob": -0.13468567226082087, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.13468567226082087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34931954741477966 + ], + "opposite_logprob_tokens": [ + -1.224319577217102 + ], + "logprob_reward": -0.34931954741477966, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34931954741477966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08131250739097595, + 0.08167991042137146, + 0.07706736028194427, + 0.05727946758270264, + 0.06883253157138824, + 0.08416850119829178, + 0.04385794699192047, + 0.07006455212831497, + 0.1971273571252823, + 0.23860985040664673 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.34931954741477966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04313316568732262 + ], + "opposite_logprob_tokens": [ + -3.16813325881958 + ], + "logprob_reward": -0.04313316568732262, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04313316568732262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08140704035758972, + 0.06859636306762695, + 0.10615494847297668, + 0.07726753503084183, + 0.03948461636900902, + 0.08354726433753967, + 0.08065187931060791, + 0.10212329775094986, + 0.11068926751613617, + 0.2500777244567871 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.04313316568732262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633917964994907 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633917964994907, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633917964994907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14790008962154388, + 0.08701584488153458, + 0.11015696078538895, + 0.049120642244815826, + 0.09871131926774979, + 0.05952578783035278, + 0.11010050028562546, + 0.051664967089891434, + 0.12443693727254868, + 0.16136695444583893 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.007633917964994907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294214427471161 + ], + "opposite_logprob_tokens": [ + -2.2379422187805176 + ], + "logprob_reward": -0.11294214427471161, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294214427471161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1689554750919342, + 0.06433548033237457, + 0.14334391057491302, + 0.11874493211507797, + 0.08881048113107681, + 0.07366305589675903, + 0.0810479074716568, + 0.0763053372502327, + 0.08149690926074982, + 0.10329653322696686 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.11294214427471161 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039958596229553 + ], + "opposite_logprob_tokens": [ + -1.9103995561599731 + ], + "logprob_reward": -0.16039958596229553, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039958596229553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09364274144172668, + 0.0989985540509224, + 0.0755484327673912, + 0.2144097238779068, + 0.1828157901763916, + 0.07058823853731155, + 0.048712607473134995, + 0.1098637804389, + 0.04337278753519058, + 0.06204729154706001 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.16039958596229553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic slow-motion orbiting camera glides through the frozen moment of a catastrophic collision at sea, capturing the scene with a breathtaking time-lapse effect. A massive, cresting wave is captured the moment it crashes into the side of a shattered wooden wreck, its surface a swirling vortex of churning turquoise water and exploding white foam. The camera begins at a low angle, emphasizing the wave's terrifying scale, circling the scene in suspended animation. The vessel, an ancient galleon, has a broken mast, its rigging tattered and ice-crusted, and its hull visibly cracks and implodes under the immense pressure. Thousands of individual water droplets and larger plumes of sea mist hang motionless in the air like crystalline sculptures, capturing the harsh, cold light filtering through a wounded, purple-gray storm cloud sky. Broken planks and fragments of rope hang suspended in flight, creating a chaotic yet beautiful scene of destruction. The overall color palette is cool and desaturated, dominated by deep blues and grays, creating an atmosphere of stark, powerful, and tragic tranquility, akin to the overwhelming force of nature frozen in time.", + "seed": 26544, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_13/index_3936_seed_26544_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10320002995431424, + "vlm_logprob": -0.10320002995431424, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.10320002995431424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03562337905168533 + ], + "opposite_logprob_tokens": [ + -3.41062331199646 + ], + "logprob_reward": -0.03562337905168533, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03562337905168533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12082857638597488, + 0.054306793957948685, + 0.12858347594738007, + 0.029831958934664726, + 0.08119207620620728, + 0.02950725331902504, + 0.03651200979948044, + 0.36951181292533875, + 0.03682119771838188, + 0.1129048690199852 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.03562337905168533 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023319868370890617 + ], + "opposite_logprob_tokens": [ + -3.773319959640503 + ], + "logprob_reward": -0.023319868370890617, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023319868370890617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1100575253367424, + 0.0677272155880928, + 0.21082699298858643, + 0.05394630506634712, + 0.03682810813188553, + 0.03754248842597008, + 0.04347064718604088, + 0.09527874737977982, + 0.1832307130098343, + 0.16109122335910797 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.023319868370890617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864739626646042 + ], + "opposite_logprob_tokens": [ + -3.048647403717041 + ], + "logprob_reward": -0.04864739626646042, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864739626646042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47479695081710815, + 0.03260427713394165, + 0.15583805739879608, + 0.06399227678775787, + 0.022236380726099014, + 0.048287417739629745, + 0.1248968169093132, + 0.03588718920946121, + 0.02049960568547249, + 0.02096104435622692 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.04864739626646042 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270465850830078 + ], + "opposite_logprob_tokens": [ + -2.127046585083008 + ], + "logprob_reward": -0.1270465850830078, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270465850830078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09885825961828232, + 0.14719988405704498, + 0.1376398652791977, + 0.07636594772338867, + 0.08941580355167389, + 0.053011130541563034, + 0.05323028564453125, + 0.1859113872051239, + 0.07174896448850632, + 0.08661844581365585 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.1270465850830078 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281362920999527 + ], + "opposite_logprob_tokens": [ + -1.4063628911972046 + ], + "logprob_reward": -0.281362920999527, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281362920999527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18253158032894135, + 0.08771423250436783, + 0.22611336410045624, + 0.06748771667480469, + 0.06933774799108505, + 0.06196998804807663, + 0.05111018940806389, + 0.11600372195243835, + 0.04246698319911957, + 0.0952645018696785 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.281362920999527 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic slow-motion orbiting camera glides through the frozen moment of a catastrophic collision at sea, capturing the scene with a breathtaking time-lapse effect. A massive, cresting wave is captured the moment it crashes into the side of a shattered wooden wreck, its surface a swirling vortex of churning turquoise water and exploding white foam. The camera begins at a low angle, emphasizing the wave's terrifying scale, circling the scene in suspended animation. The vessel, an ancient galleon, has a broken mast, its rigging tattered and ice-crusted, and its hull visibly cracks and implodes under the immense pressure. Thousands of individual water droplets and larger plumes of sea mist hang motionless in the air like crystalline sculptures, capturing the harsh, cold light filtering through a wounded, purple-gray storm cloud sky. Broken planks and fragments of rope hang suspended in flight, creating a chaotic yet beautiful scene of destruction. The overall color palette is cool and desaturated, dominated by deep blues and grays, creating an atmosphere of stark, powerful, and tragic tranquility, akin to the overwhelming force of nature frozen in time.", + "seed": 26545, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_13/index_3936_seed_26545_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16874427497386932, + "vlm_logprob": -0.16874427497386932, + "vlm_yes_no_margin": 2.249999988079071, + "vlm_token_credit": -0.16874427497386932, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3158190846443176 + ], + "opposite_logprob_tokens": [ + -1.3158190250396729 + ], + "logprob_reward": -0.3158190846443176, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3158190846443176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11240562796592712, + 0.12083090841770172, + 0.13573849201202393, + 0.06877778470516205, + 0.05254120007157326, + 0.1313134878873825, + 0.04048776999115944, + 0.07527122646570206, + 0.12876752018928528, + 0.13386596739292145 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.3158190846443176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07910223305225372 + ], + "opposite_logprob_tokens": [ + -2.5791022777557373 + ], + "logprob_reward": -0.07910223305225372, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07910223305225372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2818666696548462, + 0.07844384759664536, + 0.0847000926733017, + 0.0813208520412445, + 0.022866344079375267, + 0.08394704014062881, + 0.09523532539606094, + 0.03160686790943146, + 0.16263344883918762, + 0.077379509806633 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.07910223305225372 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083230376243591 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083230376243591, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083230376243591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20071327686309814, + 0.12494612485170364, + 0.2237381488084793, + 0.0558968149125576, + 0.027106307446956635, + 0.06221048906445503, + 0.049805447459220886, + 0.037029922008514404, + 0.11788637191057205, + 0.1006670668721199 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.011083230376243591 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904273808002472 + ], + "opposite_logprob_tokens": [ + -2.4640426635742188 + ], + "logprob_reward": -0.08904273808002472, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904273808002472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20634502172470093, + 0.11728174984455109, + 0.1075238510966301, + 0.09432609379291534, + 0.12225723266601562, + 0.0617385134100914, + 0.052222978323698044, + 0.03484669327735901, + 0.121757872402668, + 0.08169999718666077 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.08904273808002472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34867408871650696 + ], + "opposite_logprob_tokens": [ + -1.2236740589141846 + ], + "logprob_reward": -0.34867408871650696, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34867408871650696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14113052189350128, + 0.13190723955631256, + 0.1295842081308365, + 0.07839285582304001, + 0.0924205556511879, + 0.07580771297216415, + 0.05937465652823448, + 0.06614236533641815, + 0.12978410720825195, + 0.09545577317476273 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.34867408871650696 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic slow-motion orbiting camera glides through the frozen moment of a catastrophic collision at sea, capturing the scene with a breathtaking time-lapse effect. A massive, cresting wave is captured the moment it crashes into the side of a shattered wooden wreck, its surface a swirling vortex of churning turquoise water and exploding white foam. The camera begins at a low angle, emphasizing the wave's terrifying scale, circling the scene in suspended animation. The vessel, an ancient galleon, has a broken mast, its rigging tattered and ice-crusted, and its hull visibly cracks and implodes under the immense pressure. Thousands of individual water droplets and larger plumes of sea mist hang motionless in the air like crystalline sculptures, capturing the harsh, cold light filtering through a wounded, purple-gray storm cloud sky. Broken planks and fragments of rope hang suspended in flight, creating a chaotic yet beautiful scene of destruction. The overall color palette is cool and desaturated, dominated by deep blues and grays, creating an atmosphere of stark, powerful, and tragic tranquility, akin to the overwhelming force of nature frozen in time.", + "seed": 26546, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_13/index_3936_seed_26546_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0974414061754942, + "vlm_logprob": -0.0974414061754942, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.0974414061754942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11505052447319031 + ], + "opposite_logprob_tokens": [ + -2.2400505542755127 + ], + "logprob_reward": -0.11505052447319031, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11505052447319031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11849454790353775, + 0.11903738975524902, + 0.02740338258445263, + 0.2042863517999649, + 0.06918434798717499, + 0.05388679355382919, + 0.1089363843202591, + 0.12867490947246552, + 0.09555654972791672, + 0.07453937828540802 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.11505052447319031 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029853859916329384 + ], + "opposite_logprob_tokens": [ + -3.5298538208007812 + ], + "logprob_reward": -0.029853859916329384, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029853859916329384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09169941395521164, + 0.1424846053123474, + 0.04630029574036598, + 0.08909451216459274, + 0.09596315026283264, + 0.048909276723861694, + 0.06636215001344681, + 0.12100528180599213, + 0.12994545698165894, + 0.1682359129190445 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.029853859916329384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062044139951467514 + ], + "opposite_logprob_tokens": [ + -2.812044143676758 + ], + "logprob_reward": -0.062044139951467514, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062044139951467514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11350300908088684, + 0.1308003067970276, + 0.09772472828626633, + 0.08543974906206131, + 0.2071092128753662, + 0.10159662365913391, + 0.05635364353656769, + 0.04176553711295128, + 0.08658776432275772, + 0.07911933958530426 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.062044139951467514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032682120800018 + ], + "opposite_logprob_tokens": [ + -2.3503267765045166 + ], + "logprob_reward": -0.10032682120800018, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032682120800018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1089734435081482, + 0.13576510548591614, + 0.1229698434472084, + 0.22032810747623444, + 0.03323369100689888, + 0.09701499342918396, + 0.056980811059474945, + 0.0758926048874855, + 0.08090943098068237, + 0.06793199479579926 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.10032682120800018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive wave crashing into a shattered wooden wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wreck identified as an ancient galleon with a broken mast and tattered rigging?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water display a swirling vortex of turquoise color with exploding white foam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera motion an orbiting glide starting from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are water droplets and debris suspended motionless in the air against a purple-gray storm cloud sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993168532848358 + ], + "opposite_logprob_tokens": [ + -1.804931640625 + ], + "logprob_reward": -0.17993168532848358, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993168532848358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09789315611124039, + 0.10052412003278732, + 0.09546751528978348, + 0.04723505303263664, + 0.07662078738212585, + 0.05816660821437836, + 0.32275983691215515, + 0.06721781194210052, + 0.0709490105509758, + 0.06316611170768738 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.17993168532848358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_14/index_tensor([4869, 4869])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_14/index_tensor([4869, 4869])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d012363fd2e250e0061676568db47ce0cf095bd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_14/index_tensor([4869, 4869])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot begins, focusing on a deep red mahogany desk, polished to a mirror-like finish. The delicate wood grain is clearly visible under the warm light of a side lamp. Atop the desk, a thick, black Duan inkstone rests quietly, its thick, fragrant ink still lingering. Next to it, a wolf-hair brush with a purple bamboo handle rests on a rustic wooden pen holder. Suddenly, without warning, the entire desk begins to vibrate violently. The high-frequency vibrations transform the smooth surface into a boiling water. The wolf-hair brush, jolted up, bounces and collides uncontrollably with the heavy inkstone, emitting a series of crisp, rapid \"ding-dong\" sounds. Several drops of thick black ink splatter from the inkstone, leaving startling stains on the polished wooden surface. At the same time, the camera quickly pulls back at a rapid and steady rhythm, quickly bringing the entire study into view, revealing that the shaking desk is located in the center of an antique room filled with floor-to-ceiling bookshelves. The atmosphere of the entire scene instantly changes from the initial tranquility and elegance to a tension full of suspense and uneasiness.", + "seed": 8878, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_14/index_4869_seed_8878_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3247418086975813, + "vlm_logprob": -0.3247418086975813, + "vlm_yes_no_margin": 1.6, + "vlm_token_credit": -0.3247418086975813, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08010271191596985 + ], + "opposite_logprob_tokens": [ + -2.5801026821136475 + ], + "logprob_reward": -0.08010271191596985, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08010271191596985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2972842752933502, + 0.09842926263809204, + 0.07750996202230453, + 0.06890153884887695, + 0.035103075206279755, + 0.03148800507187843, + 0.1057632565498352, + 0.05065140873193741, + 0.09238817542791367, + 0.14248095452785492 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.08010271191596985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983037196099758 + ], + "opposite_logprob_tokens": [ + -3.5298304557800293 + ], + "logprob_reward": -0.02983037196099758, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983037196099758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18742090463638306, + 0.1009095311164856, + 0.21020402014255524, + 0.09764213114976883, + 0.0429048091173172, + 0.0981510654091835, + 0.07295151799917221, + 0.0736907348036766, + 0.04943079873919487, + 0.06669451296329498 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02983037196099758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693333625793457 + ], + "opposite_logprob_tokens": [ + -0.693333625793457 + ], + "logprob_reward": -0.693333625793457, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693333625793457, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17531810700893402, + 0.037021249532699585, + 0.11401338130235672, + 0.09462207555770874, + 0.03355741128325462, + 0.026871223002672195, + 0.28034529089927673, + 0.02803186886012554, + 0.07397463917732239, + 0.1362447440624237 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.693333625793457 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270553022623062 + ], + "opposite_logprob_tokens": [ + -2.1270554065704346 + ], + "logprob_reward": -0.1270553022623062, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270553022623062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21189440786838531, + 0.09063524752855301, + 0.09630382806062698, + 0.08638159185647964, + 0.0475761815905571, + 0.04493425413966179, + 0.1371227204799652, + 0.05302322283387184, + 0.14621783792972565, + 0.08591073006391525 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.1270553022623062 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933870315551758 + ], + "opposite_logprob_tokens": [ + -0.6933870315551758 + ], + "logprob_reward": -0.6933870315551758, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933870315551758, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0895729586482048, + 0.046726103872060776, + 0.051615726202726364, + 0.049437448382377625, + 0.053321272134780884, + 0.05759492516517639, + 0.07624705880880356, + 0.04681244492530823, + 0.16248609125614166, + 0.3661859333515167 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.6933870315551758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + }, + { + "prompt": "close-up shot begins, focusing on a deep red mahogany desk, polished to a mirror-like finish. The delicate wood grain is clearly visible under the warm light of a side lamp. Atop the desk, a thick, black Duan inkstone rests quietly, its thick, fragrant ink still lingering. Next to it, a wolf-hair brush with a purple bamboo handle rests on a rustic wooden pen holder. Suddenly, without warning, the entire desk begins to vibrate violently. The high-frequency vibrations transform the smooth surface into a boiling water. The wolf-hair brush, jolted up, bounces and collides uncontrollably with the heavy inkstone, emitting a series of crisp, rapid \"ding-dong\" sounds. Several drops of thick black ink splatter from the inkstone, leaving startling stains on the polished wooden surface. At the same time, the camera quickly pulls back at a rapid and steady rhythm, quickly bringing the entire study into view, revealing that the shaking desk is located in the center of an antique room filled with floor-to-ceiling bookshelves. The atmosphere of the entire scene instantly changes from the initial tranquility and elegance to a tension full of suspense and uneasiness.", + "seed": 8879, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_14/index_4869_seed_8879_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17561962306499482, + "vlm_logprob": -0.17561962306499482, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.17561962306499482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07966931164264679 + ], + "opposite_logprob_tokens": [ + -2.579669237136841 + ], + "logprob_reward": -0.07966931164264679, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07966931164264679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37964797019958496, + 0.05745101720094681, + 0.03306742385029793, + 0.030368437990546227, + 0.1499262899160385, + 0.07577844709157944, + 0.04463601112365723, + 0.10899774730205536, + 0.021735364571213722, + 0.09839127957820892 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.07966931164264679 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307607561349869 + ], + "opposite_logprob_tokens": [ + -3.1680760383605957 + ], + "logprob_reward": -0.04307607561349869, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307607561349869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12134712189435959, + 0.06901296973228455, + 0.05749286711215973, + 0.0978710725903511, + 0.22189286351203918, + 0.13749895989894867, + 0.07594600319862366, + 0.10674270987510681, + 0.031859222799539566, + 0.08033617585897446 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.04307607561349869 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576096773147583 + ], + "opposite_logprob_tokens": [ + -0.826096773147583 + ], + "logprob_reward": -0.576096773147583, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576096773147583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11077269911766052, + 0.06099598854780197, + 0.10604572296142578, + 0.08679403364658356, + 0.0827842652797699, + 0.08987506479024887, + 0.10413434356451035, + 0.0742073729634285, + 0.12518949806690216, + 0.15920108556747437 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.576096773147583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029371827840805 + ], + "opposite_logprob_tokens": [ + -2.3502936363220215 + ], + "logprob_reward": -0.10029371827840805, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029371827840805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24742484092712402, + 0.04785389080643654, + 0.04080001264810562, + 0.0517742820084095, + 0.2715037167072296, + 0.07358570396900177, + 0.038526833057403564, + 0.10247185826301575, + 0.07243522256612778, + 0.053623635321855545 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.10029371827840805 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896223664283752 + ], + "opposite_logprob_tokens": [ + -2.5789623260498047 + ], + "logprob_reward": -0.07896223664283752, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896223664283752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35591331124305725, + 0.08219025284051895, + 0.024326829239726067, + 0.05462229251861572, + 0.12309017777442932, + 0.047024909406900406, + 0.0271949153393507, + 0.0840383991599083, + 0.05779051408171654, + 0.14380845427513123 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.07896223664283752 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot begins, focusing on a deep red mahogany desk, polished to a mirror-like finish. The delicate wood grain is clearly visible under the warm light of a side lamp. Atop the desk, a thick, black Duan inkstone rests quietly, its thick, fragrant ink still lingering. Next to it, a wolf-hair brush with a purple bamboo handle rests on a rustic wooden pen holder. Suddenly, without warning, the entire desk begins to vibrate violently. The high-frequency vibrations transform the smooth surface into a boiling water. The wolf-hair brush, jolted up, bounces and collides uncontrollably with the heavy inkstone, emitting a series of crisp, rapid \"ding-dong\" sounds. Several drops of thick black ink splatter from the inkstone, leaving startling stains on the polished wooden surface. At the same time, the camera quickly pulls back at a rapid and steady rhythm, quickly bringing the entire study into view, revealing that the shaking desk is located in the center of an antique room filled with floor-to-ceiling bookshelves. The atmosphere of the entire scene instantly changes from the initial tranquility and elegance to a tension full of suspense and uneasiness.", + "seed": 8880, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_14/index_4869_seed_8880_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17338936403393745, + "vlm_logprob": -0.17338936403393745, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.17338936403393745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06265399605035782 + ], + "opposite_logprob_tokens": [ + -2.8126540184020996 + ], + "logprob_reward": -0.06265399605035782, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06265399605035782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22295072674751282, + 0.09046620875597, + 0.18320776522159576, + 0.032362259924411774, + 0.08478154242038727, + 0.05467963218688965, + 0.11389241367578506, + 0.09086734801530838, + 0.06996962428092957, + 0.05682240426540375 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.06265399605035782 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811829909682274 + ], + "opposite_logprob_tokens": [ + -3.288118362426758 + ], + "logprob_reward": -0.03811829909682274, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811829909682274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2929362654685974, + 0.15665625035762787, + 0.06356177479028702, + 0.03190486878156662, + 0.10266243666410446, + 0.0486564040184021, + 0.07373958826065063, + 0.09525754302740097, + 0.04973944276571274, + 0.08488544076681137 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03811829909682274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870426416397095 + ], + "opposite_logprob_tokens": [ + -1.1370426416397095 + ], + "logprob_reward": -0.3870426416397095, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870426416397095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1524290144443512, + 0.0372915156185627, + 0.23574402928352356, + 0.029167620465159416, + 0.03468024730682373, + 0.04153842106461525, + 0.15127842128276825, + 0.15790432691574097, + 0.062348708510398865, + 0.09761762619018555 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.3870426416397095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270383894443512 + ], + "opposite_logprob_tokens": [ + -2.1270384788513184 + ], + "logprob_reward": -0.1270383894443512, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270383894443512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15949848294258118, + 0.09008623659610748, + 0.06509226560592651, + 0.057928700000047684, + 0.058878690004348755, + 0.05702173709869385, + 0.31880590319633484, + 0.07981624454259872, + 0.056336939334869385, + 0.05653472617268562 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.1270383894443512 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209349393844604 + ], + "opposite_logprob_tokens": [ + -1.5020935535430908 + ], + "logprob_reward": -0.25209349393844604, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209349393844604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3226625621318817, + 0.25528886914253235, + 0.04860952869057655, + 0.03602275252342224, + 0.04964376986026764, + 0.037413518875837326, + 0.038027677685022354, + 0.1094183698296547, + 0.0341586098074913, + 0.06875433772802353 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.25209349393844604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot begins, focusing on a deep red mahogany desk, polished to a mirror-like finish. The delicate wood grain is clearly visible under the warm light of a side lamp. Atop the desk, a thick, black Duan inkstone rests quietly, its thick, fragrant ink still lingering. Next to it, a wolf-hair brush with a purple bamboo handle rests on a rustic wooden pen holder. Suddenly, without warning, the entire desk begins to vibrate violently. The high-frequency vibrations transform the smooth surface into a boiling water. The wolf-hair brush, jolted up, bounces and collides uncontrollably with the heavy inkstone, emitting a series of crisp, rapid \"ding-dong\" sounds. Several drops of thick black ink splatter from the inkstone, leaving startling stains on the polished wooden surface. At the same time, the camera quickly pulls back at a rapid and steady rhythm, quickly bringing the entire study into view, revealing that the shaking desk is located in the center of an antique room filled with floor-to-ceiling bookshelves. The atmosphere of the entire scene instantly changes from the initial tranquility and elegance to a tension full of suspense and uneasiness.", + "seed": 8881, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_14/index_4869_seed_8881_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14408690631389617, + "vlm_logprob": -0.14408690631389617, + "vlm_yes_no_margin": 2.1750000357627868, + "vlm_token_credit": -0.14408690631389617, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056625112891197205 + ], + "opposite_logprob_tokens": [ + -2.9316251277923584 + ], + "logprob_reward": -0.056625112891197205, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056625112891197205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16829200088977814, + 0.18028099834918976, + 0.093035027384758, + 0.028687985613942146, + 0.26716843247413635, + 0.029841985553503036, + 0.07397326827049255, + 0.08230621367692947, + 0.047159358859062195, + 0.02925471030175686 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.056625112891197205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054995931684970856 + ], + "opposite_logprob_tokens": [ + -2.9299960136413574 + ], + "logprob_reward": -0.054995931684970856, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054995931684970856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1815171092748642, + 0.4276609718799591, + 0.028276557102799416, + 0.03761310875415802, + 0.1946631371974945, + 0.017717333510518074, + 0.03978206589818001, + 0.020754139870405197, + 0.03198986500501633, + 0.02002568356692791 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.054995931684970856 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38702791929244995 + ], + "opposite_logprob_tokens": [ + -1.1370279788970947 + ], + "logprob_reward": -0.38702791929244995, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38702791929244995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03728033974766731, + 0.4963783621788025, + 0.01296811643987894, + 0.010867402888834476, + 0.21037201583385468, + 0.01650344394147396, + 0.11459480971097946, + 0.0454847626388073, + 0.019981253892183304, + 0.03556946665048599 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.38702791929244995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.142800971865654 + ], + "opposite_logprob_tokens": [ + -2.01780104637146 + ], + "logprob_reward": -0.142800971865654, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.142800971865654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0558326318860054, + 0.03050759993493557, + 0.022883068770170212, + 0.026711931452155113, + 0.6172851324081421, + 0.029047099873423576, + 0.07018367946147919, + 0.08539850264787674, + 0.04424113407731056, + 0.017909247428178787 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.142800971865654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a close-up of a deep red mahogany desk with a mirror-like finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick black Duan inkstone and a wolf-hair brush with a purple bamboo handle visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the desk surface transform into a boiling water texture due to violent high-frequency vibrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do drops of thick black ink splatter from the inkstone and stain the desk surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera quickly pull back to reveal an antique room with floor-to-ceiling bookshelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898459583520889 + ], + "opposite_logprob_tokens": [ + -2.578984498977661 + ], + "logprob_reward": -0.07898459583520889, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898459583520889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03845895454287529, + 0.16297398507595062, + 0.015840493142604828, + 0.014247585088014603, + 0.38908651471138, + 0.030915386974811554, + 0.15851067006587982, + 0.12130322307348251, + 0.050688955932855606, + 0.01797422580420971 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.07898459583520889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_15/index_tensor([5933, 5933])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_15/index_tensor([5933, 5933])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0657963bcd18bb6061db7515e23fc476f107318b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_15/index_tensor([5933, 5933])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic overhead shot, slowly pulling back, reveals a mountain-sized nine-tailed fox unleashing its immense power. This mythical beast is covered in dense, soft, pearly-white fur, each hair imbued with the texture of a hand-painted brushstroke. Its ancient, wise golden eyes gleam with a divine light. As a powerful yet tranquil aura of golden energy suddenly erupts from its chest and steadily expands outward, its nine enormous, furry tails, like magnificent feathered banners, majestically unfurl in a slow, graceful, yet unstoppable gesture. Each tail, like a vortex of fluffy clouds, carves a graceful arc through the air. The world was instantly transformed into a classic Hayao Miyazaki film: the sky a soft pastel blue, dotted with cotton candy clouds; the distant mountains a desaturated watercolor turquoise; the emerald green earth beneath the fox's feet rippled with the energy's touch, and countless unknown flowers quietly blossomed at a visible speed. The air was filled with shimmering magical dust emanating from the energy aura. A soft golden glow became the primary light source for the entire scene, outlining everything with warm outlines and casting long, soft shadows, creating a fantastical atmosphere of grandeur, sacredness, and vitality.", + "seed": 22462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_15/index_5933_seed_22462_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14935119627043605, + "vlm_logprob": -0.14935119627043605, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.14935119627043605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.641587495803833 + ], + "opposite_logprob_tokens": [ + -0.766587495803833 + ], + "logprob_reward": -0.641587495803833, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.641587495803833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07519574463367462, + 0.09361868351697922, + 0.10029623657464981, + 0.05628259479999542, + 0.12228406965732574, + 0.04693518579006195, + 0.11249876022338867, + 0.15691401064395905, + 0.06136016175150871, + 0.17461450397968292 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.641587495803833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029813941568136215 + ], + "opposite_logprob_tokens": [ + -3.5298140048980713 + ], + "logprob_reward": -0.029813941568136215, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029813941568136215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03886138275265694, + 0.08513294160366058, + 0.05679384246468544, + 0.03282039240002632, + 0.052106406539678574, + 0.016724688932299614, + 0.034579552710056305, + 0.14986231923103333, + 0.017215868458151817, + 0.5159026384353638 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.029813941568136215 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024911104701459408 + ], + "opposite_logprob_tokens": [ + -6.002490997314453 + ], + "logprob_reward": -0.0024911104701459408, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024911104701459408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05703473463654518, + 0.143456369638443, + 0.032383374869823456, + 0.07068167626857758, + 0.0819946825504303, + 0.03982703015208244, + 0.03905166685581207, + 0.04415950924158096, + 0.03833655267953873, + 0.4530744254589081 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.0024911104701459408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306522756814957 + ], + "opposite_logprob_tokens": [ + -3.168065309524536 + ], + "logprob_reward": -0.04306522756814957, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306522756814957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05880538001656532, + 0.08651355654001236, + 0.059011831879615784, + 0.060129985213279724, + 0.18567611277103424, + 0.09821146726608276, + 0.07902177423238754, + 0.1327807903289795, + 0.053806647658348083, + 0.18604247272014618 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.04306522756814957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798205941915512 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798205941915512, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798205941915512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10137061774730682, + 0.0873708724975586, + 0.06466777622699738, + 0.06093990430235863, + 0.12750466167926788, + 0.07212978601455688, + 0.10967424511909485, + 0.12040004134178162, + 0.046434350311756134, + 0.20950770378112793 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.029798205941915512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead shot, slowly pulling back, reveals a mountain-sized nine-tailed fox unleashing its immense power. This mythical beast is covered in dense, soft, pearly-white fur, each hair imbued with the texture of a hand-painted brushstroke. Its ancient, wise golden eyes gleam with a divine light. As a powerful yet tranquil aura of golden energy suddenly erupts from its chest and steadily expands outward, its nine enormous, furry tails, like magnificent feathered banners, majestically unfurl in a slow, graceful, yet unstoppable gesture. Each tail, like a vortex of fluffy clouds, carves a graceful arc through the air. The world was instantly transformed into a classic Hayao Miyazaki film: the sky a soft pastel blue, dotted with cotton candy clouds; the distant mountains a desaturated watercolor turquoise; the emerald green earth beneath the fox's feet rippled with the energy's touch, and countless unknown flowers quietly blossomed at a visible speed. The air was filled with shimmering magical dust emanating from the energy aura. A soft golden glow became the primary light source for the entire scene, outlining everything with warm outlines and casting long, soft shadows, creating a fantastical atmosphere of grandeur, sacredness, and vitality.", + "seed": 22463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_15/index_5933_seed_22463_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17276814845390617, + "vlm_logprob": -0.17276814845390617, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.17276814845390617, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7672062516212463 + ], + "opposite_logprob_tokens": [ + -0.6422062516212463 + ], + "logprob_reward": -0.7672062516212463, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7672062516212463, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2125096619129181, + 0.08729232102632523, + 0.09772536903619766, + 0.076654352247715, + 0.11980099231004715, + 0.09019128978252411, + 0.06203223019838333, + 0.051533497869968414, + 0.09743116796016693, + 0.1048290953040123 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.7672062516212463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308688774704933 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308688774704933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308688774704933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10020922124385834, + 0.04838773235678673, + 0.178911954164505, + 0.07566208392381668, + 0.0527585931122303, + 0.035579923540353775, + 0.049723584204912186, + 0.11802254617214203, + 0.0749865397810936, + 0.26575782895088196 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.023308688774704933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015167410019785166 + ], + "opposite_logprob_tokens": [ + -6.501516819000244 + ], + "logprob_reward": -0.0015167410019785166, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015167410019785166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10019369423389435, + 0.12591709196567535, + 0.09332042932510376, + 0.07523800432682037, + 0.12455020099878311, + 0.06579826772212982, + 0.05034354701638222, + 0.09304975718259811, + 0.1891479343175888, + 0.082441046833992 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.0015167410019785166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811049833893776 + ], + "opposite_logprob_tokens": [ + -3.2881104946136475 + ], + "logprob_reward": -0.03811049833893776, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811049833893776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08309409767389297, + 0.07270225137472153, + 0.07690785080194473, + 0.13427063822746277, + 0.3260641396045685, + 0.08765267580747604, + 0.04082457348704338, + 0.06334469467401505, + 0.04669554531574249, + 0.06844355165958405 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.03811049833893776 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698562532663345 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.033698562532663345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698562532663345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14632277190685272, + 0.0880180150270462, + 0.057860735803842545, + 0.04763725772500038, + 0.19292423129081726, + 0.046040128916502, + 0.06366810202598572, + 0.07593654096126556, + 0.17038990557193756, + 0.11120226234197617 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.033698562532663345 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead shot, slowly pulling back, reveals a mountain-sized nine-tailed fox unleashing its immense power. This mythical beast is covered in dense, soft, pearly-white fur, each hair imbued with the texture of a hand-painted brushstroke. Its ancient, wise golden eyes gleam with a divine light. As a powerful yet tranquil aura of golden energy suddenly erupts from its chest and steadily expands outward, its nine enormous, furry tails, like magnificent feathered banners, majestically unfurl in a slow, graceful, yet unstoppable gesture. Each tail, like a vortex of fluffy clouds, carves a graceful arc through the air. The world was instantly transformed into a classic Hayao Miyazaki film: the sky a soft pastel blue, dotted with cotton candy clouds; the distant mountains a desaturated watercolor turquoise; the emerald green earth beneath the fox's feet rippled with the energy's touch, and countless unknown flowers quietly blossomed at a visible speed. The air was filled with shimmering magical dust emanating from the energy aura. A soft golden glow became the primary light source for the entire scene, outlining everything with warm outlines and casting long, soft shadows, creating a fantastical atmosphere of grandeur, sacredness, and vitality.", + "seed": 22464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_15/index_5933_seed_22464_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1749027873855084, + "vlm_logprob": -0.1749027873855084, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.1749027873855084, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7000274658203125 + ], + "opposite_logprob_tokens": [ + -0.7000274658203125 + ], + "logprob_reward": -0.7000274658203125, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7000274658203125, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04846586287021637, + 0.05722977966070175, + 0.04516175016760826, + 0.1582295298576355, + 0.09021492302417755, + 0.303442120552063, + 0.09476082772016525, + 0.11543397605419159, + 0.049854326993227005, + 0.037206847220659256 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.7000274658203125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867010563611984 + ], + "opposite_logprob_tokens": [ + -3.0486700534820557 + ], + "logprob_reward": -0.04867010563611984, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867010563611984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08449244499206543, + 0.05126311630010605, + 0.12220091372728348, + 0.21348488330841064, + 0.09504225850105286, + 0.16842426359653473, + 0.0883650854229927, + 0.06279324740171432, + 0.058388177305459976, + 0.0555456206202507 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.04867010563611984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017162130679935217 + ], + "opposite_logprob_tokens": [ + -6.376716136932373 + ], + "logprob_reward": -0.0017162130679935217, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017162130679935217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08276306092739105, + 0.05252884328365326, + 0.05632608011364937, + 0.15869438648223877, + 0.08509553968906403, + 0.23058655858039856, + 0.0683324784040451, + 0.13522014021873474, + 0.07693236321210861, + 0.05352054908871651 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.0017162130679935217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206284835934639 + ], + "opposite_logprob_tokens": [ + -2.8120627403259277 + ], + "logprob_reward": -0.06206284835934639, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206284835934639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07950820028781891, + 0.06891340762376785, + 0.061125338077545166, + 0.06854027509689331, + 0.06302408128976822, + 0.14216062426567078, + 0.09467122703790665, + 0.1822812706232071, + 0.12449497729539871, + 0.11528058350086212 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.06206284835934639 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062037304043769836 + ], + "opposite_logprob_tokens": [ + -2.812037229537964 + ], + "logprob_reward": -0.062037304043769836, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062037304043769836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09618017077445984, + 0.07933854311704636, + 0.06539678573608398, + 0.09592772275209427, + 0.17718976736068726, + 0.11452548950910568, + 0.07115388661623001, + 0.1175432875752449, + 0.10632160305976868, + 0.07642266899347305 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.062037304043769836 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead shot, slowly pulling back, reveals a mountain-sized nine-tailed fox unleashing its immense power. This mythical beast is covered in dense, soft, pearly-white fur, each hair imbued with the texture of a hand-painted brushstroke. Its ancient, wise golden eyes gleam with a divine light. As a powerful yet tranquil aura of golden energy suddenly erupts from its chest and steadily expands outward, its nine enormous, furry tails, like magnificent feathered banners, majestically unfurl in a slow, graceful, yet unstoppable gesture. Each tail, like a vortex of fluffy clouds, carves a graceful arc through the air. The world was instantly transformed into a classic Hayao Miyazaki film: the sky a soft pastel blue, dotted with cotton candy clouds; the distant mountains a desaturated watercolor turquoise; the emerald green earth beneath the fox's feet rippled with the energy's touch, and countless unknown flowers quietly blossomed at a visible speed. The air was filled with shimmering magical dust emanating from the energy aura. A soft golden glow became the primary light source for the entire scene, outlining everything with warm outlines and casting long, soft shadows, creating a fantastical atmosphere of grandeur, sacredness, and vitality.", + "seed": 22465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_15/index_5933_seed_22465_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19648779900744556, + "vlm_logprob": -0.19648779900744556, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.19648779900744556, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.905525803565979 + ], + "opposite_logprob_tokens": [ + -0.530525803565979 + ], + "logprob_reward": -0.905525803565979, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.905525803565979, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19020728766918182, + 0.058451347053050995, + 0.07103102654218674, + 0.14028583467006683, + 0.042513418942689896, + 0.07385612279176712, + 0.1522824615240097, + 0.18189682066440582, + 0.04976935312151909, + 0.03970629349350929 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.905525803565979 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820240542292595 + ], + "opposite_logprob_tokens": [ + -4.018202304840088 + ], + "logprob_reward": -0.01820240542292595, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820240542292595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15388725697994232, + 0.08959559351205826, + 0.07982947677373886, + 0.08901578187942505, + 0.10800889134407043, + 0.07775893062353134, + 0.10767830908298492, + 0.1151193231344223, + 0.04991621896624565, + 0.12919022142887115 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.01820240542292595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017169271595776081 + ], + "opposite_logprob_tokens": [ + -6.3767170906066895 + ], + "logprob_reward": -0.0017169271595776081, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017169271595776081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17694778740406036, + 0.07374764233827591, + 0.18157662451267242, + 0.10219744592905045, + 0.07136273384094238, + 0.05460895597934723, + 0.1080622747540474, + 0.07239358872175217, + 0.09461840987205505, + 0.06448454409837723 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.0017169271595776081 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370939567685127 + ], + "opposite_logprob_tokens": [ + -3.4087092876434326 + ], + "logprob_reward": -0.03370939567685127, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370939567685127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13826203346252441, + 0.07071830332279205, + 0.07857169210910797, + 0.08347874879837036, + 0.10879874229431152, + 0.052890170365571976, + 0.13764609396457672, + 0.15731582045555115, + 0.08435078710317612, + 0.08796760439872742 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.03370939567685127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead perspective that slowly pulls back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a nine-tailed fox with dense, soft, pearly-white fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does golden energy erupt from the fox's chest and expand outward while its nine tails unfurl gracefully?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment styled like a Hayao Miyazaki film with a pastel blue sky, turquoise mountains, and emerald green earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a soft golden glow that creates warm outlines and long, soft shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284463211894035 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284463211894035, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284463211894035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24129222333431244, + 0.1189386174082756, + 0.06675449013710022, + 0.05940154939889908, + 0.09860222786664963, + 0.055517882108688354, + 0.16094259917736053, + 0.07172691822052002, + 0.05339808017015457, + 0.07342548668384552 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.023284463211894035 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_2/index_tensor([9903, 9903])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_2/index_tensor([9903, 9903])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2f714138031ca1f9246fafd6c5dad29cf901e143 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_2/index_tensor([9903, 9903])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "still, medium-profile photograph meticulously frames a heavy, leather-bound scholarly tome, resting on the dark, polished surface of an old wooden table. The book's cover, crafted from dark mahogany leather, is dry and intricately cracked, its ornate embossed filigree barely visible beneath a thin layer of dust. A single, warm light source from the side casts dramatic shadows, creating a stark contrast between black and white, highlighting every grain. The action begins as the book's spine inexorably collapses; a crack slowly widens along its length, the stressed leather pulling apart, revealing the frayed, yellowed threads of the binding beneath. Simultaneously, the ornate gilded lettering on the cover begins to decay, the gold leaf delicately lifting and flaking, disintegrating into a cloud of shimmering, dust-like particles that drift slowly in the light. As the binding fails, the fragile ivory pages, their edges yellowed by time, begin to flutter, separating from the spine and settling like fallen leaves, creating a solemn and melancholic atmosphere of irreversible decay and the quiet loss of knowledge.", + "seed": 7634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_2/index_9903_seed_7634_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12352876216173173, + "vlm_logprob": -0.12352876216173173, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.12352876216173173, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3148778975009918 + ], + "opposite_logprob_tokens": [ + -1.3148778676986694 + ], + "logprob_reward": -0.3148778975009918, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3148778975009918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03865640237927437, + 0.012574643827974796, + 0.04041900485754013, + 0.04445119947195053, + 0.031567953526973724, + 0.03146139532327652, + 0.2398897409439087, + 0.021914932876825333, + 0.48984840512275696, + 0.049216367304325104 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.3148778975009918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904606312513351 + ], + "opposite_logprob_tokens": [ + -2.5790460109710693 + ], + "logprob_reward": -0.07904606312513351, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904606312513351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03692932426929474, + 0.03294878825545311, + 0.05758724734187126, + 0.017089679837226868, + 0.01804623194038868, + 0.0193269532173872, + 0.03144291415810585, + 0.016899066045880318, + 0.7437434792518616, + 0.025986235588788986 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.07904606312513351 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048678964376449585 + ], + "opposite_logprob_tokens": [ + -3.0486788749694824 + ], + "logprob_reward": -0.048678964376449585, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048678964376449585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026478005573153496, + 0.027751097455620766, + 0.08785990625619888, + 0.012202558107674122, + 0.027754956856369972, + 0.02486432157456875, + 0.16837728023529053, + 0.03257429599761963, + 0.5342118144035339, + 0.05792563781142235 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.048678964376449585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.112964928150177 + ], + "opposite_logprob_tokens": [ + -2.2379648685455322 + ], + "logprob_reward": -0.112964928150177, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.112964928150177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04434281215071678, + 0.03376985341310501, + 0.11389550566673279, + 0.012530255131423473, + 0.031463976949453354, + 0.024767622351646423, + 0.11319011449813843, + 0.03555161505937576, + 0.568763256072998, + 0.02172495611011982 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.112964928150177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207595765590668 + ], + "opposite_logprob_tokens": [ + -2.8120758533477783 + ], + "logprob_reward": -0.06207595765590668, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207595765590668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031778667122125626, + 0.024377524852752686, + 0.04327761381864548, + 0.007195319049060345, + 0.025683440268039703, + 0.020245881751179695, + 0.049164723604917526, + 0.023494668304920197, + 0.6969035863876343, + 0.0778784528374672 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.06207595765590668 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, medium-profile photograph meticulously frames a heavy, leather-bound scholarly tome, resting on the dark, polished surface of an old wooden table. The book's cover, crafted from dark mahogany leather, is dry and intricately cracked, its ornate embossed filigree barely visible beneath a thin layer of dust. A single, warm light source from the side casts dramatic shadows, creating a stark contrast between black and white, highlighting every grain. The action begins as the book's spine inexorably collapses; a crack slowly widens along its length, the stressed leather pulling apart, revealing the frayed, yellowed threads of the binding beneath. Simultaneously, the ornate gilded lettering on the cover begins to decay, the gold leaf delicately lifting and flaking, disintegrating into a cloud of shimmering, dust-like particles that drift slowly in the light. As the binding fails, the fragile ivory pages, their edges yellowed by time, begin to flutter, separating from the spine and settling like fallen leaves, creating a solemn and melancholic atmosphere of irreversible decay and the quiet loss of knowledge.", + "seed": 7635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_2/index_9903_seed_7635_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040394562482833865, + "vlm_logprob": -0.040394562482833865, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.040394562482833865, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0247978363186121 + ], + "opposite_logprob_tokens": [ + -3.7747979164123535 + ], + "logprob_reward": -0.0247978363186121, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0247978363186121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1111229956150055, + 0.10478167235851288, + 0.07344192266464233, + 0.06434223055839539, + 0.03464311361312866, + 0.023489264771342278, + 0.11208917200565338, + 0.3505106568336487, + 0.08462296426296234, + 0.0409560352563858 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0247978363186121 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038130003958940506 + ], + "opposite_logprob_tokens": [ + -3.288130044937134 + ], + "logprob_reward": -0.038130003958940506, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038130003958940506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13606643676757812, + 0.10510749369859695, + 0.09952783584594727, + 0.05301041528582573, + 0.03797193989157677, + 0.03747116029262543, + 0.0512956939637661, + 0.2973127067089081, + 0.11544838547706604, + 0.06678792089223862 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.038130003958940506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337083600461483 + ], + "opposite_logprob_tokens": [ + -3.408708333969116 + ], + "logprob_reward": -0.0337083600461483, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337083600461483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16865208745002747, + 0.058021627366542816, + 0.1713407188653946, + 0.06622908264398575, + 0.032955095171928406, + 0.06670452654361725, + 0.059137146919965744, + 0.24694572389125824, + 0.08055949956178665, + 0.049454547464847565 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0337083600461483 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898855954408646 + ], + "opposite_logprob_tokens": [ + -2.578988552093506 + ], + "logprob_reward": -0.07898855954408646, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898855954408646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10643484443426132, + 0.05642933025956154, + 0.06376229971647263, + 0.05287367105484009, + 0.029351258650422096, + 0.060104407370090485, + 0.08095137774944305, + 0.33327674865722656, + 0.16001909971237183, + 0.05679699033498764 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.07898855954408646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634805254638195 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.02634805254638195, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634805254638195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16447342932224274, + 0.12058518826961517, + 0.08594665676355362, + 0.05527408421039581, + 0.05836847797036171, + 0.0572456419467926, + 0.04349755868315697, + 0.16478736698627472, + 0.11759176850318909, + 0.13222980499267578 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.02634805254638195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, medium-profile photograph meticulously frames a heavy, leather-bound scholarly tome, resting on the dark, polished surface of an old wooden table. The book's cover, crafted from dark mahogany leather, is dry and intricately cracked, its ornate embossed filigree barely visible beneath a thin layer of dust. A single, warm light source from the side casts dramatic shadows, creating a stark contrast between black and white, highlighting every grain. The action begins as the book's spine inexorably collapses; a crack slowly widens along its length, the stressed leather pulling apart, revealing the frayed, yellowed threads of the binding beneath. Simultaneously, the ornate gilded lettering on the cover begins to decay, the gold leaf delicately lifting and flaking, disintegrating into a cloud of shimmering, dust-like particles that drift slowly in the light. As the binding fails, the fragile ivory pages, their edges yellowed by time, begin to flutter, separating from the spine and settling like fallen leaves, creating a solemn and melancholic atmosphere of irreversible decay and the quiet loss of knowledge.", + "seed": 7636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_2/index_9903_seed_7636_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06422914713621139, + "vlm_logprob": -0.06422914713621139, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.06422914713621139, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03489066660404205 + ], + "opposite_logprob_tokens": [ + -3.409890651702881 + ], + "logprob_reward": -0.03489066660404205, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03489066660404205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2619871497154236, + 0.15998421609401703, + 0.053904883563518524, + 0.07899132370948792, + 0.08658815920352936, + 0.05224739387631416, + 0.08237815648317337, + 0.08986987918615341, + 0.09505453705787659, + 0.038994234055280685 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03489066660404205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381275936961174 + ], + "opposite_logprob_tokens": [ + -3.2881276607513428 + ], + "logprob_reward": -0.0381275936961174, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381275936961174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1589467078447342, + 0.14155690371990204, + 0.07033678144216537, + 0.11171531677246094, + 0.1524256467819214, + 0.1023397222161293, + 0.05651329085230827, + 0.08756180852651596, + 0.08007664233446121, + 0.0385272316634655 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0381275936961174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904425799846649 + ], + "opposite_logprob_tokens": [ + -2.4640443325042725 + ], + "logprob_reward": -0.08904425799846649, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904425799846649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18841908872127533, + 0.16041935980319977, + 0.05880798026919365, + 0.045930054038763046, + 0.18651600182056427, + 0.12011657655239105, + 0.12513430416584015, + 0.056400202214717865, + 0.016427135095000267, + 0.04182925820350647 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.08904425799846649 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003437727689743 + ], + "opposite_logprob_tokens": [ + -2.6950342655181885 + ], + "logprob_reward": -0.07003437727689743, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003437727689743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1555618792772293, + 0.05777548626065254, + 0.08147362619638443, + 0.10252645611763, + 0.2783365249633789, + 0.11242295801639557, + 0.07636100798845291, + 0.09452828019857407, + 0.022458717226982117, + 0.01855507679283619 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.07003437727689743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890488401055336 + ], + "opposite_logprob_tokens": [ + -2.4640488624572754 + ], + "logprob_reward": -0.0890488401055336, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890488401055336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11605115979909897, + 0.07969475537538528, + 0.0440763384103775, + 0.06992648541927338, + 0.13476203382015228, + 0.1784355640411377, + 0.16406401991844177, + 0.1360464096069336, + 0.024380570277571678, + 0.052562687546014786 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.0890488401055336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, medium-profile photograph meticulously frames a heavy, leather-bound scholarly tome, resting on the dark, polished surface of an old wooden table. The book's cover, crafted from dark mahogany leather, is dry and intricately cracked, its ornate embossed filigree barely visible beneath a thin layer of dust. A single, warm light source from the side casts dramatic shadows, creating a stark contrast between black and white, highlighting every grain. The action begins as the book's spine inexorably collapses; a crack slowly widens along its length, the stressed leather pulling apart, revealing the frayed, yellowed threads of the binding beneath. Simultaneously, the ornate gilded lettering on the cover begins to decay, the gold leaf delicately lifting and flaking, disintegrating into a cloud of shimmering, dust-like particles that drift slowly in the light. As the binding fails, the fragile ivory pages, their edges yellowed by time, begin to flutter, separating from the spine and settling like fallen leaves, creating a solemn and melancholic atmosphere of irreversible decay and the quiet loss of knowledge.", + "seed": 7637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_2/index_9903_seed_7637_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06483349725604057, + "vlm_logprob": -0.06483349725604057, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.06483349725604057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10219075530767441 + ], + "opposite_logprob_tokens": [ + -2.3521907329559326 + ], + "logprob_reward": -0.10219075530767441, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10219075530767441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19221165776252747, + 0.037995971739292145, + 0.0330604650080204, + 0.08051436394453049, + 0.3562462031841278, + 0.17677560448646545, + 0.028896084055304527, + 0.023394396528601646, + 0.03611204773187637, + 0.0347931869328022 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.10219075530767441 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008150219917297 + ], + "opposite_logprob_tokens": [ + -2.6950814723968506 + ], + "logprob_reward": -0.07008150219917297, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008150219917297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23280441761016846, + 0.052564587444067, + 0.03908298537135124, + 0.03853485360741615, + 0.22507835924625397, + 0.20857152342796326, + 0.06832078099250793, + 0.03025873377919197, + 0.052332259714603424, + 0.052451469004154205 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07008150219917297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430825836956501 + ], + "opposite_logprob_tokens": [ + -3.1680824756622314 + ], + "logprob_reward": -0.0430825836956501, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430825836956501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10001949965953827, + 0.017524078488349915, + 0.02391611412167549, + 0.03471263498067856, + 0.4426409602165222, + 0.15335707366466522, + 0.09013957530260086, + 0.04701273515820503, + 0.0530695840716362, + 0.03760772570967674 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.0430825836956501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790032148361206 + ], + "opposite_logprob_tokens": [ + -2.57900333404541 + ], + "logprob_reward": -0.0790032148361206, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790032148361206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09533996134996414, + 0.03242329880595207, + 0.030749311670660973, + 0.032914746552705765, + 0.2812555730342865, + 0.17043563723564148, + 0.2077440321445465, + 0.04774589464068413, + 0.058777857571840286, + 0.04261365160346031 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.0790032148361206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy, leather-bound scholarly tome resting on an old wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the book cover made of dark mahogany leather that appears dry, intricately cracked, and covered in a thin layer of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the book's spine collapse with a widening crack, revealing frayed, yellowed binding threads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the ornate gilded letters on the cover decay by lifting and flaking into a cloud of shimmering dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fragile ivory pages flutter and separate from the spine, settling like fallen leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809430241584778 + ], + "opposite_logprob_tokens": [ + -3.5298094749450684 + ], + "logprob_reward": -0.029809430241584778, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809430241584778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13759469985961914, + 0.020162435248494148, + 0.024799806997179985, + 0.02691277116537094, + 0.37123334407806396, + 0.1366189569234848, + 0.11383746564388275, + 0.08124682307243347, + 0.046110786497592926, + 0.04148292914032936 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.029809430241584778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_3/index_tensor([2638, 2638])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_3/index_tensor([2638, 2638])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a51315629fb25fcaff5290eb9d3871edf9236c92 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_3/index_tensor([2638, 2638])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion zoom shot, shot from a slightly upward angle, begins in the late autumn evening in the Hidden Mist Village. The sky is nearly inky blue, and a thin, cold mist silently drifts across the old stone pavement. Folklorist Chen Wenyuan, a man wearing black-framed glasses and a look of travel fatigue and curiosity, wears a dark blue canvas jacket, carries a bulging rucksack, and holds an old leather-cased SLR camera. He stands before a solitary wooden house at the end of the village. As he raises his hand and knocks, the heavy, mottled wooden door creaks with a dull creak and slowly opens inward. A warm, flickering beam of oil lamplight streams through the crack, illuminating Chen Wenyuan's surprised face. The door is opened by an elderly woman, completely outshone by the doorframe and the darkness within. Her silver hair was meticulously combed and tied into a tight, shiny bun. On her dark, withered face, the deep, furrowed wrinkles around her eyes were etched with black mud. She wore a dark, double-breasted homespun blouse. One bony hand, covered in age spots and veins, held the doorframe, tightly wrapped around her wrist in a faded red cloth, washed until pale. Her cloudy yet sharp eyes studied the visitor in the dim light. The entire scene, shrouded in silence, was filled with a solemn and mysterious atmosphere, like the first collision of two different worlds.", + "seed": 8214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_3/index_2638_seed_8214_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12624936122447253, + "vlm_logprob": -0.12624936122447253, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.12624936122447253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2544918358325958 + ], + "opposite_logprob_tokens": [ + -1.5044918060302734 + ], + "logprob_reward": -0.2544918358325958, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2544918358325958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42924022674560547, + 0.08200923353433609, + 0.09597577154636383, + 0.06174948066473007, + 0.09463726729154587, + 0.03277350217103958, + 0.07618357241153717, + 0.060849979519844055, + 0.03828861564397812, + 0.028292309492826462 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.2544918358325958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135429322719574 + ], + "opposite_logprob_tokens": [ + -1.3135429620742798 + ], + "logprob_reward": -0.3135429322719574, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135429322719574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2991776168346405, + 0.053542908281087875, + 0.09130388498306274, + 0.19517187774181366, + 0.07032621651887894, + 0.06314683705568314, + 0.10833047330379486, + 0.044211890548467636, + 0.034311529248952866, + 0.0404767170548439 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.3135429322719574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206582680344582 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.014206582680344582, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206582680344582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35853391885757446, + 0.05412643030285835, + 0.10248702764511108, + 0.04809165745973587, + 0.07344238460063934, + 0.06430887430906296, + 0.10941866785287857, + 0.0732903704047203, + 0.057988088577985764, + 0.05831259489059448 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.014206582680344582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948222242295742 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005948222242295742, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948222242295742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3421597182750702, + 0.0659625232219696, + 0.050448983907699585, + 0.026125740259885788, + 0.0372702032327652, + 0.07891228795051575, + 0.07317698001861572, + 0.12363322824239731, + 0.08801477402448654, + 0.1142955869436264 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.005948222242295742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305723309516907 + ], + "opposite_logprob_tokens": [ + -3.1680572032928467 + ], + "logprob_reward": -0.04305723309516907, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305723309516907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13573190569877625, + 0.04158565029501915, + 0.04104311019182205, + 0.04373184219002724, + 0.05663514882326126, + 0.08252248167991638, + 0.11837517470121384, + 0.19635741412639618, + 0.15514272451400757, + 0.1288745105266571 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.04305723309516907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion zoom shot, shot from a slightly upward angle, begins in the late autumn evening in the Hidden Mist Village. The sky is nearly inky blue, and a thin, cold mist silently drifts across the old stone pavement. Folklorist Chen Wenyuan, a man wearing black-framed glasses and a look of travel fatigue and curiosity, wears a dark blue canvas jacket, carries a bulging rucksack, and holds an old leather-cased SLR camera. He stands before a solitary wooden house at the end of the village. As he raises his hand and knocks, the heavy, mottled wooden door creaks with a dull creak and slowly opens inward. A warm, flickering beam of oil lamplight streams through the crack, illuminating Chen Wenyuan's surprised face. The door is opened by an elderly woman, completely outshone by the doorframe and the darkness within. Her silver hair was meticulously combed and tied into a tight, shiny bun. On her dark, withered face, the deep, furrowed wrinkles around her eyes were etched with black mud. She wore a dark, double-breasted homespun blouse. One bony hand, covered in age spots and veins, held the doorframe, tightly wrapped around her wrist in a faded red cloth, washed until pale. Her cloudy yet sharp eyes studied the visitor in the dim light. The entire scene, shrouded in silence, was filled with a solemn and mysterious atmosphere, like the first collision of two different worlds.", + "seed": 8215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_3/index_2638_seed_8215_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07520017940551042, + "vlm_logprob": -0.07520017940551042, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.07520017940551042, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2287091314792633 + ], + "opposite_logprob_tokens": [ + -1.603709101676941 + ], + "logprob_reward": -0.2287091314792633, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2287091314792633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11867225170135498, + 0.11475491523742676, + 0.15640975534915924, + 0.08332803100347519, + 0.059116099029779434, + 0.0950254499912262, + 0.10320041328668594, + 0.11364702135324478, + 0.056748323142528534, + 0.09909778088331223 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.2287091314792633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207786127924919 + ], + "opposite_logprob_tokens": [ + -2.812077760696411 + ], + "logprob_reward": -0.06207786127924919, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207786127924919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14481285214424133, + 0.0799359455704689, + 0.12080691754817963, + 0.07328092306852341, + 0.0732436254620552, + 0.04658167064189911, + 0.16105689108371735, + 0.08759737759828568, + 0.11407002061605453, + 0.09861375391483307 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.06207786127924919 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142021169885993 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.0142021169885993, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142021169885993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08382556587457657, + 0.08122457563877106, + 0.06310397386550903, + 0.21329796314239502, + 0.08724365383386612, + 0.16935253143310547, + 0.10851264744997025, + 0.049379851669073105, + 0.07625605911016464, + 0.06780314445495605 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.0142021169885993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606719382107258 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.01606719382107258, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606719382107258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03733248636126518, + 0.03904729336500168, + 0.06023329123854637, + 0.04826683551073074, + 0.0813140869140625, + 0.04689113795757294, + 0.1977226436138153, + 0.09071379899978638, + 0.2812228500843048, + 0.11725551635026932 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.01606719382107258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494459345936775 + ], + "opposite_logprob_tokens": [ + -2.9299445152282715 + ], + "logprob_reward": -0.05494459345936775, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494459345936775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047906544059515, + 0.09635308384895325, + 0.09548157453536987, + 0.024771297350525856, + 0.05577391758561134, + 0.04255963861942291, + 0.2729937732219696, + 0.1115235909819603, + 0.16434583067893982, + 0.0882907584309578 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.05494459345936775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion zoom shot, shot from a slightly upward angle, begins in the late autumn evening in the Hidden Mist Village. The sky is nearly inky blue, and a thin, cold mist silently drifts across the old stone pavement. Folklorist Chen Wenyuan, a man wearing black-framed glasses and a look of travel fatigue and curiosity, wears a dark blue canvas jacket, carries a bulging rucksack, and holds an old leather-cased SLR camera. He stands before a solitary wooden house at the end of the village. As he raises his hand and knocks, the heavy, mottled wooden door creaks with a dull creak and slowly opens inward. A warm, flickering beam of oil lamplight streams through the crack, illuminating Chen Wenyuan's surprised face. The door is opened by an elderly woman, completely outshone by the doorframe and the darkness within. Her silver hair was meticulously combed and tied into a tight, shiny bun. On her dark, withered face, the deep, furrowed wrinkles around her eyes were etched with black mud. She wore a dark, double-breasted homespun blouse. One bony hand, covered in age spots and veins, held the doorframe, tightly wrapped around her wrist in a faded red cloth, washed until pale. Her cloudy yet sharp eyes studied the visitor in the dim light. The entire scene, shrouded in silence, was filled with a solemn and mysterious atmosphere, like the first collision of two different worlds.", + "seed": 8216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_3/index_2638_seed_8216_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05929445922374725, + "vlm_logprob": -0.05929445922374725, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05929445922374725, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1831623613834381 + ], + "opposite_logprob_tokens": [ + -1.8081623315811157 + ], + "logprob_reward": -0.1831623613834381, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1831623613834381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.112651526927948, + 0.07215641438961029, + 0.07697364687919617, + 0.08444821834564209, + 0.05046665295958519, + 0.06923529505729675, + 0.04329840838909149, + 0.14220862090587616, + 0.28416234254837036, + 0.0643988624215126 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.1831623613834381 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309811070561409 + ], + "opposite_logprob_tokens": [ + -3.168098211288452 + ], + "logprob_reward": -0.04309811070561409, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309811070561409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17120063304901123, + 0.13159042596817017, + 0.04157242551445961, + 0.06559441983699799, + 0.06599760055541992, + 0.11149101704359055, + 0.07703281193971634, + 0.16489501297473907, + 0.11010744422674179, + 0.06051819771528244 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04309811070561409 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587211474776268 + ], + "opposite_logprob_tokens": [ + -3.895587205886841 + ], + "logprob_reward": -0.020587211474776268, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587211474776268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058589108288288116, + 0.03405405580997467, + 0.029761018231511116, + 0.034375421702861786, + 0.23528417944908142, + 0.16083505749702454, + 0.10742784291505814, + 0.12759724259376526, + 0.13089460134506226, + 0.08118140697479248 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.020587211474776268 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634294331073761 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.02634294331073761, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634294331073761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05880564823746681, + 0.05229651555418968, + 0.03823937848210335, + 0.0524146668612957, + 0.07365336269140244, + 0.0852774977684021, + 0.11647461354732513, + 0.06900496035814285, + 0.3178602159023285, + 0.13597318530082703 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.02634294331073761 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328166924417019 + ], + "opposite_logprob_tokens": [ + -3.7732815742492676 + ], + "logprob_reward": -0.02328166924417019, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328166924417019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017352662980556488, + 0.013642816804349422, + 0.007724563591182232, + 0.0060457997024059296, + 0.02492530830204487, + 0.032450512051582336, + 0.04235794022679329, + 0.02618855983018875, + 0.7473608255386353, + 0.0819510743021965 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.02328166924417019 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion zoom shot, shot from a slightly upward angle, begins in the late autumn evening in the Hidden Mist Village. The sky is nearly inky blue, and a thin, cold mist silently drifts across the old stone pavement. Folklorist Chen Wenyuan, a man wearing black-framed glasses and a look of travel fatigue and curiosity, wears a dark blue canvas jacket, carries a bulging rucksack, and holds an old leather-cased SLR camera. He stands before a solitary wooden house at the end of the village. As he raises his hand and knocks, the heavy, mottled wooden door creaks with a dull creak and slowly opens inward. A warm, flickering beam of oil lamplight streams through the crack, illuminating Chen Wenyuan's surprised face. The door is opened by an elderly woman, completely outshone by the doorframe and the darkness within. Her silver hair was meticulously combed and tied into a tight, shiny bun. On her dark, withered face, the deep, furrowed wrinkles around her eyes were etched with black mud. She wore a dark, double-breasted homespun blouse. One bony hand, covered in age spots and veins, held the doorframe, tightly wrapped around her wrist in a faded red cloth, washed until pale. Her cloudy yet sharp eyes studied the visitor in the dim light. The entire scene, shrouded in silence, was filled with a solemn and mysterious atmosphere, like the first collision of two different worlds.", + "seed": 8217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_3/index_2638_seed_8217_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06883127242326736, + "vlm_logprob": -0.06883127242326736, + "vlm_yes_no_margin": 3.049999952316284, + "vlm_token_credit": -0.06883127242326736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11591006815433502 + ], + "opposite_logprob_tokens": [ + -2.240910053253174 + ], + "logprob_reward": -0.11591006815433502, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11591006815433502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14872156083583832, + 0.03543296828866005, + 0.06796888262033463, + 0.08129976689815521, + 0.14338330924510956, + 0.07305673509836197, + 0.03332320973277092, + 0.03460761904716492, + 0.026903720572590828, + 0.35530224442481995 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.11591006815433502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16042152047157288 + ], + "opposite_logprob_tokens": [ + -1.9104214906692505 + ], + "logprob_reward": -0.16042152047157288, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16042152047157288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056356046348810196, + 0.023277655243873596, + 0.03606412932276726, + 0.05026501789689064, + 0.02596595697104931, + 0.011843947693705559, + 0.01648019067943096, + 0.009365038946270943, + 0.006617399398237467, + 0.7637646198272705 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.16042152047157288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819479651749134 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819479651749134, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819479651749134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0522824190557003, + 0.01803433895111084, + 0.03394823148846626, + 0.02606417052447796, + 0.021953478455543518, + 0.006215007975697517, + 0.017214303836226463, + 0.006274327635765076, + 0.012070556171238422, + 0.8059431314468384 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.01819479651749134 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289471864700317 + ], + "opposite_logprob_tokens": [ + -3.773289442062378 + ], + "logprob_reward": -0.023289471864700317, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289471864700317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07762853801250458, + 0.08068818598985672, + 0.05046656355261803, + 0.20686542987823486, + 0.0669570118188858, + 0.10603608191013336, + 0.04447975754737854, + 0.029766971245408058, + 0.029690861701965332, + 0.3074205815792084 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.023289471864700317 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a slow-motion zoom from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the Hidden Mist Village in late autumn evening with an inky blue sky and thin mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character Chen Wenyuan visible wearing black-framed glasses, a dark blue canvas jacket, and carrying a bulging rucksack and an old leather-cased SLR camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character knock on a heavy mottled wooden door that creaks and opens inward to reveal an elderly woman with silver hair in a bun and a dark double-breasted blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a warm flickering beam of oil lamplight visible streaming through the door crack to illuminate the characters' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340505108237267 + ], + "opposite_logprob_tokens": [ + -3.6513404846191406 + ], + "logprob_reward": -0.026340505108237267, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340505108237267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04364833980798721, + 0.012580620124936104, + 0.010200796648859978, + 0.03312442824244499, + 0.033703502267599106, + 0.02455141767859459, + 0.021059570834040642, + 0.016532596200704575, + 0.036483000963926315, + 0.7681156992912292 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.026340505108237267 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_4/index_tensor([9090, 9090])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_4/index_tensor([9090, 9090])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..117aea411d0cfa4fa41c294bb8a1c23c25791e61 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_4/index_tensor([9090, 9090])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful, dramatic shot, shot from above, follows the subject, rapidly ascending and slowly zooming out, capturing a massive, snow-white tiger as vast as a mountain. Each strand of its fur is flawless white, its muscles bulging beneath its hide. Its deep, icy blue eyes burn with a sacred and savage light. With a silent roar, a pair of massive wings composed of pure, flowing golden energy suddenly unfurl from its shoulder blades. A dazzling halo emanates from the edges of its wings, and countless particles of light drift like stardust. It powerfully leaps from the peak of a steep, snow-capped mountain. A backdrop of swirling, inky black storm clouds. Purple lightning occasionally rips through the sky, and the wind whips up the snow on the ground into white swirls. The mythical beast transforms into a bolt of white lightning, soaring vertically into the depths of the clouds with unparalleled momentum. Each flap of its luminous wings unleashes a hurricane of energy, roiling the raging thunderclouds even further. The golden wing light is the only warm light source in the picture. It illuminates the outline of the giant tiger and contrasts sharply with the cold purple lightning, creating a sacred, violent and epic atmosphere.", + "seed": 21336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_4/index_9090_seed_21336_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04607788631692529, + "vlm_logprob": -0.04607788631692529, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.04607788631692529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16050690412521362 + ], + "opposite_logprob_tokens": [ + -1.9105069637298584 + ], + "logprob_reward": -0.16050690412521362, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16050690412521362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15555645525455475, + 0.08054647594690323, + 0.06529038399457932, + 0.03966965526342392, + 0.06500446051359177, + 0.07196231186389923, + 0.04878607392311096, + 0.09935647994279861, + 0.17656411230564117, + 0.19726352393627167 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.16050690412521362 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020603911951184273 + ], + "opposite_logprob_tokens": [ + -3.895603895187378 + ], + "logprob_reward": -0.020603911951184273, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020603911951184273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0654989704489708, + 0.03142194449901581, + 0.031443193554878235, + 0.010780680924654007, + 0.016392327845096588, + 0.02397948130965233, + 0.03361751511693001, + 0.15597288310527802, + 0.25710242986679077, + 0.37379059195518494 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.020603911951184273 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14070743322372437, + 0.07370288670063019, + 0.05739513784646988, + 0.023618943989276886, + 0.025057224556803703, + 0.03460744023323059, + 0.028160277754068375, + 0.4383927583694458, + 0.06290864944458008, + 0.11544922739267349 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.005249999929219484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005943363532423973 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.005943363532423973, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005943363532423973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11898618936538696, + 0.05207512900233269, + 0.05843510851264, + 0.013615936040878296, + 0.018479788675904274, + 0.04534192010760307, + 0.02321808785200119, + 0.4377346336841583, + 0.1097857877612114, + 0.12232742458581924 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.005943363532423973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808525204658508 + ], + "opposite_logprob_tokens": [ + -3.2880852222442627 + ], + "logprob_reward": -0.03808525204658508, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808525204658508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23049123585224152, + 0.04038694500923157, + 0.048982903361320496, + 0.02233908884227276, + 0.031979501247406006, + 0.03952368348836899, + 0.04657715559005737, + 0.3431383967399597, + 0.13388264179229736, + 0.06269846111536026 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.03808525204658508 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, dramatic shot, shot from above, follows the subject, rapidly ascending and slowly zooming out, capturing a massive, snow-white tiger as vast as a mountain. Each strand of its fur is flawless white, its muscles bulging beneath its hide. Its deep, icy blue eyes burn with a sacred and savage light. With a silent roar, a pair of massive wings composed of pure, flowing golden energy suddenly unfurl from its shoulder blades. A dazzling halo emanates from the edges of its wings, and countless particles of light drift like stardust. It powerfully leaps from the peak of a steep, snow-capped mountain. A backdrop of swirling, inky black storm clouds. Purple lightning occasionally rips through the sky, and the wind whips up the snow on the ground into white swirls. The mythical beast transforms into a bolt of white lightning, soaring vertically into the depths of the clouds with unparalleled momentum. Each flap of its luminous wings unleashes a hurricane of energy, roiling the raging thunderclouds even further. The golden wing light is the only warm light source in the picture. It illuminates the outline of the giant tiger and contrasts sharply with the cold purple lightning, creating a sacred, violent and epic atmosphere.", + "seed": 21337, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_4/index_9090_seed_21337_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06122851008549333, + "vlm_logprob": -0.06122851008549333, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06122851008549333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16054071485996246 + ], + "opposite_logprob_tokens": [ + -1.9105406999588013 + ], + "logprob_reward": -0.16054071485996246, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16054071485996246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1614316701889038, + 0.07272322475910187, + 0.06279487162828445, + 0.07182728499174118, + 0.031263574957847595, + 0.05084890127182007, + 0.20321452617645264, + 0.09196954220533371, + 0.17829956114292145, + 0.07562683522701263 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.16054071485996246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311832919716835 + ], + "opposite_logprob_tokens": [ + -3.7733118534088135 + ], + "logprob_reward": -0.023311832919716835, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311832919716835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10769899934530258, + 0.03468015044927597, + 0.04615091159939766, + 0.04252513498067856, + 0.03448863700032234, + 0.07577397674322128, + 0.16133509576320648, + 0.020985839888453484, + 0.3965533971786499, + 0.0798078402876854 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.023311832919716835 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944904405623674 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944904405623674, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944904405623674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2634519040584564, + 0.0786336213350296, + 0.06435466557741165, + 0.05904676020145416, + 0.036635324358940125, + 0.06991512328386307, + 0.061778318136930466, + 0.08139658719301224, + 0.15796923637390137, + 0.12681855261325836 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.005944904405623674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016059687361121178 + ], + "opposite_logprob_tokens": [ + -4.141059875488281 + ], + "logprob_reward": -0.016059687361121178, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016059687361121178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07458063960075378, + 0.05183897167444229, + 0.05073096603155136, + 0.0543399378657341, + 0.027013683691620827, + 0.04471404477953911, + 0.4850935637950897, + 0.06316099315881729, + 0.10708480328321457, + 0.04144236445426941 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.016059687361121178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028541088104248 + ], + "opposite_logprob_tokens": [ + -2.350285530090332 + ], + "logprob_reward": -0.10028541088104248, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028541088104248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11630874127149582, + 0.05996865779161453, + 0.082363061606884, + 0.05130563676357269, + 0.033371686935424805, + 0.05031684413552284, + 0.1349518597126007, + 0.13331057131290436, + 0.22987018525600433, + 0.10823272168636322 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.10028541088104248 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, dramatic shot, shot from above, follows the subject, rapidly ascending and slowly zooming out, capturing a massive, snow-white tiger as vast as a mountain. Each strand of its fur is flawless white, its muscles bulging beneath its hide. Its deep, icy blue eyes burn with a sacred and savage light. With a silent roar, a pair of massive wings composed of pure, flowing golden energy suddenly unfurl from its shoulder blades. A dazzling halo emanates from the edges of its wings, and countless particles of light drift like stardust. It powerfully leaps from the peak of a steep, snow-capped mountain. A backdrop of swirling, inky black storm clouds. Purple lightning occasionally rips through the sky, and the wind whips up the snow on the ground into white swirls. The mythical beast transforms into a bolt of white lightning, soaring vertically into the depths of the clouds with unparalleled momentum. Each flap of its luminous wings unleashes a hurricane of energy, roiling the raging thunderclouds even further. The golden wing light is the only warm light source in the picture. It illuminates the outline of the giant tiger and contrasts sharply with the cold purple lightning, creating a sacred, violent and epic atmosphere.", + "seed": 21338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_4/index_9090_seed_21338_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.048960049636662006, + "vlm_logprob": -0.048960049636662006, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.048960049636662006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16058386862277985 + ], + "opposite_logprob_tokens": [ + -1.9105838537216187 + ], + "logprob_reward": -0.16058386862277985, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16058386862277985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1763117015361786, + 0.1386723667383194, + 0.07561249285936356, + 0.047870904207229614, + 0.10224369913339615, + 0.19205330312252045, + 0.08503865450620651, + 0.028815982863307, + 0.062234293669462204, + 0.09114651381969452 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.16058386862277985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983083575963974 + ], + "opposite_logprob_tokens": [ + -3.5298309326171875 + ], + "logprob_reward": -0.02983083575963974, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983083575963974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430162787437439, + 0.042805470526218414, + 0.04019264504313469, + 0.035806771367788315, + 0.20620372891426086, + 0.08624203503131866, + 0.046046894043684006, + 0.027626922354102135, + 0.08273778110742569, + 0.28932151198387146 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.02983083575963974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636489786207676 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636489786207676, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636489786207676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2302311211824417, + 0.13675448298454285, + 0.06223743408918381, + 0.04153665900230408, + 0.061572324484586716, + 0.09226803481578827, + 0.05677735432982445, + 0.0741959810256958, + 0.09588069468736649, + 0.14854593575000763 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.004636489786207676 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606132835149765 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606132835149765, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606132835149765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0730738639831543, + 0.029099104925990105, + 0.0194438137114048, + 0.018164677545428276, + 0.02997002750635147, + 0.04701615497469902, + 0.02020552009344101, + 0.03359072282910347, + 0.07246778905391693, + 0.656968355178833 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.01606132835149765 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368772566318512 + ], + "opposite_logprob_tokens": [ + -3.4086878299713135 + ], + "logprob_reward": -0.03368772566318512, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368772566318512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1749309003353119, + 0.06138184666633606, + 0.03802661597728729, + 0.04229457676410675, + 0.07301059365272522, + 0.05341971293091774, + 0.022291645407676697, + 0.03762570023536682, + 0.041455045342445374, + 0.45556342601776123 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.03368772566318512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, dramatic shot, shot from above, follows the subject, rapidly ascending and slowly zooming out, capturing a massive, snow-white tiger as vast as a mountain. Each strand of its fur is flawless white, its muscles bulging beneath its hide. Its deep, icy blue eyes burn with a sacred and savage light. With a silent roar, a pair of massive wings composed of pure, flowing golden energy suddenly unfurl from its shoulder blades. A dazzling halo emanates from the edges of its wings, and countless particles of light drift like stardust. It powerfully leaps from the peak of a steep, snow-capped mountain. A backdrop of swirling, inky black storm clouds. Purple lightning occasionally rips through the sky, and the wind whips up the snow on the ground into white swirls. The mythical beast transforms into a bolt of white lightning, soaring vertically into the depths of the clouds with unparalleled momentum. Each flap of its luminous wings unleashes a hurricane of energy, roiling the raging thunderclouds even further. The golden wing light is the only warm light source in the picture. It illuminates the outline of the giant tiger and contrasts sharply with the cold purple lightning, creating a sacred, violent and epic atmosphere.", + "seed": 21339, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_4/index_9090_seed_21339_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04830057974904776, + "vlm_logprob": -0.04830057974904776, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04830057974904776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12725800275802612 + ], + "opposite_logprob_tokens": [ + -2.127258062362671 + ], + "logprob_reward": -0.12725800275802612, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12725800275802612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18570542335510254, + 0.2669452130794525, + 0.1590687781572342, + 0.06605876237154007, + 0.04702959954738617, + 0.07594099640846252, + 0.05397886410355568, + 0.04592191055417061, + 0.06870604306459427, + 0.030644379556179047 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.12725800275802612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062085144221782684 + ], + "opposite_logprob_tokens": [ + -2.8120851516723633 + ], + "logprob_reward": -0.062085144221782684, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062085144221782684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10719329863786697, + 0.10622551292181015, + 0.16696730256080627, + 0.05636243149638176, + 0.06602326035499573, + 0.16093941032886505, + 0.07945625483989716, + 0.11440987884998322, + 0.07653047889471054, + 0.06589225679636002 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.062085144221782684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249881185591221 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249881185591221, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249881185591221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0872780829668045, + 0.05033606290817261, + 0.0597868449985981, + 0.11085879057645798, + 0.13442999124526978, + 0.1676865965127945, + 0.08316362649202347, + 0.14975211024284363, + 0.11222852021455765, + 0.04447934404015541 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.005249881185591221 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572731271386147 + ], + "opposite_logprob_tokens": [ + -3.8955726623535156 + ], + "logprob_reward": -0.020572731271386147, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572731271386147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10689608007669449, + 0.09684816002845764, + 0.12236086279153824, + 0.13586293160915375, + 0.08713085949420929, + 0.14314064383506775, + 0.08549529314041138, + 0.15713122487068176, + 0.04992656782269478, + 0.015207359567284584 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.020572731271386147 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive snow-white tiger with flawless white fur and bulging muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tiger have deep icy blue eyes and a pair of massive wings made of pure flowing golden energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on the peak of a steep snow-capped mountain with a backdrop of swirling inky black storm clouds and purple lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the tiger leaping from the mountain peak and transforming into a bolt of white lightning while soaring vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from above, following the subject while rapidly ascending and slowly zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337139308452606 + ], + "opposite_logprob_tokens": [ + -3.651337146759033 + ], + "logprob_reward": -0.026337139308452606, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337139308452606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0847858265042305, + 0.08581739664077759, + 0.13493086397647858, + 0.07411268353462219, + 0.10342132300138474, + 0.1445583701133728, + 0.10491392016410828, + 0.1710924655199051, + 0.058056414127349854, + 0.03831078112125397 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.026337139308452606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_5/index_tensor([9872, 9872])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_5/index_tensor([9872, 9872])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..48751f61a9c6d7e9da287149d36bb33a973a734f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_5/index_tensor([9872, 9872])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic 360-degree orbiting camera smoothly orbits the central figure, capturing the scene in the distinctive Grand Theft Auto art style, characterized by bold, graphic outlines and a highly saturated color palette. At the center of the frame stands Mr. Mizunuma, an East Asian man with a stern, unyielding expression and sleek black hair darkened by the storm. He is impeccably dressed in a sharp, charcoal-gray suit, the fabric now saturated and slightly clinging to his frame, over a crisp white shirt and a deep red silk tie. Amidst a fierce hailstorm, he stands defiantly, his posture rigid, his feet firmly planted on the gleaming, wet asphalt of a downtown street. Large, distinctive pucks of ice violently splatter onto the scene, bouncing off the hoods of nearby stylized, brightly colored cars with exaggerated force and shattering on the ground around his polished black shoes. Dark, stormy skies, illuminated by the glare of pink and blue neon storefront signs, cast long, high-contrast reflections in puddles and create an atmosphere of intense, gritty defiance as the camera continues its relentless circular observation.", + "seed": 17215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_5/index_9872_seed_17215_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18165516909211873, + "vlm_logprob": -0.18165516909211873, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.18165516909211873, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8293296098709106 + ], + "opposite_logprob_tokens": [ + -0.5793296098709106 + ], + "logprob_reward": -0.8293296098709106, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8293296098709106, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06693104654550552, + 0.07723939418792725, + 0.06388600915670395, + 0.14071190357208252, + 0.1352233737707138, + 0.10255177319049835, + 0.07902448624372482, + 0.07957453280687332, + 0.22039872407913208, + 0.03445877879858017 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.8293296098709106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809892177581787 + ], + "opposite_logprob_tokens": [ + -3.5298099517822266 + ], + "logprob_reward": -0.029809892177581787, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809892177581787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1652010828256607, + 0.12320180982351303, + 0.05548417940735817, + 0.10614509880542755, + 0.16480788588523865, + 0.044109925627708435, + 0.08400993794202805, + 0.08973360061645508, + 0.10688161104917526, + 0.06042487919330597 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.029809892177581787 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782352484762669 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782352484762669, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782352484762669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16801846027374268, + 0.1136537715792656, + 0.060975123196840286, + 0.22904255986213684, + 0.06469698995351791, + 0.0604054220020771, + 0.06656662374734879, + 0.0702492892742157, + 0.11817105114459991, + 0.048220664262771606 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.009782352484762669 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03196880221366882, + 0.044985171407461166, + 0.04560098052024841, + 0.658100426197052, + 0.055765796452760696, + 0.04320991411805153, + 0.023493090644478798, + 0.020541822537779808, + 0.04679242521524429, + 0.0295414961874485 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286210373044014 + ], + "opposite_logprob_tokens": [ + -3.7732861042022705 + ], + "logprob_reward": -0.023286210373044014, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286210373044014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11954472959041595, + 0.08807656913995743, + 0.05125344917178154, + 0.2501237392425537, + 0.05490992218255997, + 0.20080676674842834, + 0.078410305082798, + 0.07056472450494766, + 0.04338085278868675, + 0.04292897507548332 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.023286210373044014 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic 360-degree orbiting camera smoothly orbits the central figure, capturing the scene in the distinctive Grand Theft Auto art style, characterized by bold, graphic outlines and a highly saturated color palette. At the center of the frame stands Mr. Mizunuma, an East Asian man with a stern, unyielding expression and sleek black hair darkened by the storm. He is impeccably dressed in a sharp, charcoal-gray suit, the fabric now saturated and slightly clinging to his frame, over a crisp white shirt and a deep red silk tie. Amidst a fierce hailstorm, he stands defiantly, his posture rigid, his feet firmly planted on the gleaming, wet asphalt of a downtown street. Large, distinctive pucks of ice violently splatter onto the scene, bouncing off the hoods of nearby stylized, brightly colored cars with exaggerated force and shattering on the ground around his polished black shoes. Dark, stormy skies, illuminated by the glare of pink and blue neon storefront signs, cast long, high-contrast reflections in puddles and create an atmosphere of intense, gritty defiance as the camera continues its relentless circular observation.", + "seed": 17216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_5/index_9872_seed_17216_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.27536666095256807, + "vlm_logprob": -0.27536666095256807, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.27536666095256807, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.22780179977417 + ], + "opposite_logprob_tokens": [ + -0.3528018295764923 + ], + "logprob_reward": -1.22780179977417, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.22780179977417, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13614264130592346, + 0.11327274888753891, + 0.0576733723282814, + 0.1134238988161087, + 0.10881862044334412, + 0.09829794615507126, + 0.07983411848545074, + 0.18141907453536987, + 0.06491504609584808, + 0.04620254412293434 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -1.22780179977417 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309320077300072 + ], + "opposite_logprob_tokens": [ + -3.168093204498291 + ], + "logprob_reward": -0.04309320077300072, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309320077300072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32374852895736694, + 0.1438574492931366, + 0.06547311693429947, + 0.05476720258593559, + 0.055721305310726166, + 0.09644457697868347, + 0.043941281735897064, + 0.09347924590110779, + 0.051596228033304214, + 0.0709710344672203 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04309320077300072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294363170862198 + ], + "opposite_logprob_tokens": [ + -3.773294448852539 + ], + "logprob_reward": -0.023294363170862198, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294363170862198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2198776751756668, + 0.10344702750444412, + 0.057842422276735306, + 0.043693773448467255, + 0.1517808586359024, + 0.18256965279579163, + 0.05604828894138336, + 0.06606797128915787, + 0.049173418432474136, + 0.06949885189533234 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.023294363170862198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205299124121666 + ], + "opposite_logprob_tokens": [ + -2.8120529651641846 + ], + "logprob_reward": -0.06205299124121666, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205299124121666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17169879376888275, + 0.09090327471494675, + 0.04276243969798088, + 0.06337985396385193, + 0.3647225797176361, + 0.08679596334695816, + 0.03916012868285179, + 0.06740707904100418, + 0.03241446986794472, + 0.040755435824394226 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.06205299124121666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590949803590775 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020590949803590775, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590949803590775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1756310611963272, + 0.2035297155380249, + 0.08533121645450592, + 0.06144855171442032, + 0.09851523488759995, + 0.0793309137225151, + 0.06606345623731613, + 0.08762048184871674, + 0.08798763900995255, + 0.0545416958630085 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.020590949803590775 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic 360-degree orbiting camera smoothly orbits the central figure, capturing the scene in the distinctive Grand Theft Auto art style, characterized by bold, graphic outlines and a highly saturated color palette. At the center of the frame stands Mr. Mizunuma, an East Asian man with a stern, unyielding expression and sleek black hair darkened by the storm. He is impeccably dressed in a sharp, charcoal-gray suit, the fabric now saturated and slightly clinging to his frame, over a crisp white shirt and a deep red silk tie. Amidst a fierce hailstorm, he stands defiantly, his posture rigid, his feet firmly planted on the gleaming, wet asphalt of a downtown street. Large, distinctive pucks of ice violently splatter onto the scene, bouncing off the hoods of nearby stylized, brightly colored cars with exaggerated force and shattering on the ground around his polished black shoes. Dark, stormy skies, illuminated by the glare of pink and blue neon storefront signs, cast long, high-contrast reflections in puddles and create an atmosphere of intense, gritty defiance as the camera continues its relentless circular observation.", + "seed": 17217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_5/index_9872_seed_17217_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21073552872985601, + "vlm_logprob": -0.21073552872985601, + "vlm_yes_no_margin": 3.1250000059604646, + "vlm_token_credit": -0.21073552872985601, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9762786626815796 + ], + "opposite_logprob_tokens": [ + -0.476278692483902 + ], + "logprob_reward": -0.9762786626815796, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9762786626815796, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10403657704591751, + 0.30199316143989563, + 0.11616812646389008, + 0.07205261290073395, + 0.04179224744439125, + 0.025761697441339493, + 0.10839828848838806, + 0.06376908719539642, + 0.11318492144346237, + 0.05284323915839195 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.9762786626815796 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355599984526634 + ], + "opposite_logprob_tokens": [ + -3.651355504989624 + ], + "logprob_reward": -0.026355599984526634, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355599984526634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21403644979000092, + 0.13280755281448364, + 0.09794799238443375, + 0.12368006259202957, + 0.07404797524213791, + 0.03988492488861084, + 0.16041503846645355, + 0.06053793430328369, + 0.042620543390512466, + 0.05402151867747307 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.026355599984526634 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638513274490833 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638513274490833, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638513274490833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18468531966209412, + 0.17313304543495178, + 0.09801056236028671, + 0.10268904268741608, + 0.08081457018852234, + 0.05269816890358925, + 0.10708428919315338, + 0.07333480566740036, + 0.06416915357112885, + 0.06338103860616684 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008638513274490833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342131197452545 + ], + "opposite_logprob_tokens": [ + -3.6513421535491943 + ], + "logprob_reward": -0.026342131197452545, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342131197452545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12607571482658386, + 0.1642417460680008, + 0.34770122170448303, + 0.11505625396966934, + 0.03767600283026695, + 0.023501917719841003, + 0.0559748075902462, + 0.050260335206985474, + 0.04390990734100342, + 0.03560210391879082 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.026342131197452545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606273651123047 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.01606273651123047, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606273651123047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12831701338291168, + 0.2375946342945099, + 0.17996634542942047, + 0.12909218668937683, + 0.07121693342924118, + 0.06716330349445343, + 0.0673360601067543, + 0.032499901950359344, + 0.040373172610998154, + 0.046440403908491135 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.01606273651123047 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic 360-degree orbiting camera smoothly orbits the central figure, capturing the scene in the distinctive Grand Theft Auto art style, characterized by bold, graphic outlines and a highly saturated color palette. At the center of the frame stands Mr. Mizunuma, an East Asian man with a stern, unyielding expression and sleek black hair darkened by the storm. He is impeccably dressed in a sharp, charcoal-gray suit, the fabric now saturated and slightly clinging to his frame, over a crisp white shirt and a deep red silk tie. Amidst a fierce hailstorm, he stands defiantly, his posture rigid, his feet firmly planted on the gleaming, wet asphalt of a downtown street. Large, distinctive pucks of ice violently splatter onto the scene, bouncing off the hoods of nearby stylized, brightly colored cars with exaggerated force and shattering on the ground around his polished black shoes. Dark, stormy skies, illuminated by the glare of pink and blue neon storefront signs, cast long, high-contrast reflections in puddles and create an atmosphere of intense, gritty defiance as the camera continues its relentless circular observation.", + "seed": 17218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_5/index_9872_seed_17218_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.42043639682233336, + "vlm_logprob": -0.42043639682233336, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.42043639682233336, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.913553237915039 + ], + "opposite_logprob_tokens": [ + -0.16355319321155548 + ], + "logprob_reward": -1.913553237915039, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.913553237915039, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20141339302062988, + 0.10840793699026108, + 0.09003357589244843, + 0.2569546103477478, + 0.0754726305603981, + 0.04612477868795395, + 0.045482758432626724, + 0.052545733749866486, + 0.05861302465200424, + 0.0649515688419342 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -1.913553237915039 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055015675723552704 + ], + "opposite_logprob_tokens": [ + -2.9300155639648438 + ], + "logprob_reward": -0.055015675723552704, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055015675723552704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20120924711227417, + 0.12373604625463486, + 0.07611430436372757, + 0.22688308358192444, + 0.048682451248168945, + 0.06850196421146393, + 0.08482588082551956, + 0.06676314771175385, + 0.044871535152196884, + 0.05841242894530296 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.055015675723552704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199361860752106 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.018199361860752106, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199361860752106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1850413680076599, + 0.10541904717683792, + 0.07540899515151978, + 0.28040584921836853, + 0.08100162446498871, + 0.04662731662392616, + 0.05194737762212753, + 0.05654451623558998, + 0.04276974871754646, + 0.07483410835266113 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.018199361860752106 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905450999736786 + ], + "opposite_logprob_tokens": [ + -2.464054584503174 + ], + "logprob_reward": -0.08905450999736786, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905450999736786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22222962975502014, + 0.08075510710477829, + 0.04170144721865654, + 0.14724163711071014, + 0.12213525921106339, + 0.09942760318517685, + 0.16705061495304108, + 0.017460260540246964, + 0.05256660282611847, + 0.04943184182047844 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.08905450999736786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a smooth 360-degree orbiting motion around the central figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an East Asian man with sleek black hair and a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a charcoal-gray suit, a white shirt, and a deep red silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large pucks of ice visible splattering onto cars and shattering on the wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a Grand Theft Auto art style with bold graphic outlines and a highly saturated color palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635919861495495 + ], + "opposite_logprob_tokens": [ + -3.6513590812683105 + ], + "logprob_reward": -0.02635919861495495, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635919861495495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21849875152111053, + 0.14381203055381775, + 0.06608200818300247, + 0.1895439624786377, + 0.03499646857380867, + 0.06848615407943726, + 0.10280895978212357, + 0.06251422315835953, + 0.06388883292675018, + 0.049368638545274734 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02635919861495495 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_6/index_tensor([46, 46])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_6/index_tensor([46, 46])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c8a30085d59c66d583f603973a8c83a5f2f420e1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_6/index_tensor([46, 46])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, wide-angle shot panning to the right captures a vibrant summer scene, imbued with the signature hand-drawn textures of Ghibli animation. Across the vast, shimmering river, a emerald green, a dragon boat crafted from deep red wood plows through the waves with a steady, rhythmic rhythm. The bright afternoon sun casts a warm, luminous glow across the scene. The dragon's head, intricately carved with vivid scales, its obsidian-inlaid eyes gleam with a resolute radiance. The gold and green auspicious cloud motifs painted on the boat's sides gleam in the sunlight. The boat is filled with rowers, uniformly dressed in traditional white and blue attire. Their movements are synchronized, their muscles tense, their faces radiating with focus and joy. Each stroke is powerful, the oars cleaving the water with a powerful force, sending V-shaped white waves cascading down the sides of the boat, leaving behind a long, widening wake. The backdrop is rolling green mountains, dotted with a few quaint wooden villages, with smoke rising from the roofs, and large cotton candy-like white clouds slowly drifting across the clear blue sky, creating an atmosphere that is both spectacular and warm, full of vitality and idyllic tranquility.", + "seed": 12463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_6/index_46_seed_12463_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20339354518800973, + "vlm_logprob": -0.20339354518800973, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.20339354518800973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.37842419743537903 + ], + "opposite_logprob_tokens": [ + -1.2534241676330566 + ], + "logprob_reward": -0.37842419743537903, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.37842419743537903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08642681688070297, + 0.06813269108533859, + 0.03537323698401451, + 0.08107533305883408, + 0.06919145584106445, + 0.5439300537109375, + 0.026506630703806877, + 0.01600433699786663, + 0.036441534757614136, + 0.036917977035045624 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.37842419743537903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762273669242859 + ], + "opposite_logprob_tokens": [ + -0.8262273669242859 + ], + "logprob_reward": -0.5762273669242859, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762273669242859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03926274925470352, + 0.054967571049928665, + 0.061167050153017044, + 0.06725981831550598, + 0.06502771377563477, + 0.5997228622436523, + 0.005203139502555132, + 0.0074742818251252174, + 0.06597401201725006, + 0.03394085541367531 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.5762273669242859 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075406223535538 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075406223535538, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075406223535538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057491734623909, + 0.0380137600004673, + 0.021744059398770332, + 0.14581474661827087, + 0.051366958767175674, + 0.6101078391075134, + 0.021683212369680405, + 0.012897919863462448, + 0.025499505922198296, + 0.015380235388875008 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.016075406223535538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370893374085426 + ], + "opposite_logprob_tokens": [ + -3.4087090492248535 + ], + "logprob_reward": -0.03370893374085426, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370893374085426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045484885573387146, + 0.035187095403671265, + 0.020373007282614708, + 0.02907583862543106, + 0.014103163965046406, + 0.7833608388900757, + 0.011872760951519012, + 0.012315385974943638, + 0.02498643659055233, + 0.02324061095714569 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.03370893374085426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531821615993977 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531821615993977, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531821615993977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0714430958032608, + 0.08323711901903152, + 0.235928475856781, + 0.10874064266681671, + 0.07637704908847809, + 0.25777485966682434, + 0.056409742683172226, + 0.019704928621649742, + 0.07407054305076599, + 0.0163134653121233 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.012531821615993977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, wide-angle shot panning to the right captures a vibrant summer scene, imbued with the signature hand-drawn textures of Ghibli animation. Across the vast, shimmering river, a emerald green, a dragon boat crafted from deep red wood plows through the waves with a steady, rhythmic rhythm. The bright afternoon sun casts a warm, luminous glow across the scene. The dragon's head, intricately carved with vivid scales, its obsidian-inlaid eyes gleam with a resolute radiance. The gold and green auspicious cloud motifs painted on the boat's sides gleam in the sunlight. The boat is filled with rowers, uniformly dressed in traditional white and blue attire. Their movements are synchronized, their muscles tense, their faces radiating with focus and joy. Each stroke is powerful, the oars cleaving the water with a powerful force, sending V-shaped white waves cascading down the sides of the boat, leaving behind a long, widening wake. The backdrop is rolling green mountains, dotted with a few quaint wooden villages, with smoke rising from the roofs, and large cotton candy-like white clouds slowly drifting across the clear blue sky, creating an atmosphere that is both spectacular and warm, full of vitality and idyllic tranquility.", + "seed": 12464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_6/index_46_seed_12464_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11024562325328588, + "vlm_logprob": -0.11024562325328588, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.11024562325328588, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08200864493846893 + ], + "opposite_logprob_tokens": [ + -2.7070086002349854 + ], + "logprob_reward": -0.08200864493846893, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08200864493846893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16007649898529053, + 0.06642905622720718, + 0.07775963097810745, + 0.07325184345245361, + 0.06330285221338272, + 0.17968501150608063, + 0.1975668966770172, + 0.057801131159067154, + 0.04652143269777298, + 0.07760564237833023 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.08200864493846893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38711419701576233 + ], + "opposite_logprob_tokens": [ + -1.13711416721344 + ], + "logprob_reward": -0.38711419701576233, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38711419701576233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09764105826616287, + 0.10082494467496872, + 0.09677506238222122, + 0.05245067551732063, + 0.05695217102766037, + 0.22739706933498383, + 0.1033661887049675, + 0.1308012306690216, + 0.05369861423969269, + 0.08009300380945206 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.38711419701576233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810315206646919 + ], + "opposite_logprob_tokens": [ + -3.2881031036376953 + ], + "logprob_reward": -0.03810315206646919, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810315206646919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19787807762622833, + 0.11816355586051941, + 0.20743368566036224, + 0.06551665812730789, + 0.05496760830283165, + 0.1499178409576416, + 0.04107395187020302, + 0.04674640670418739, + 0.044161226600408554, + 0.07414096593856812 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.03810315206646919 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810817912220955 + ], + "opposite_logprob_tokens": [ + -3.529810905456543 + ], + "logprob_reward": -0.029810817912220955, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810817912220955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1436757743358612, + 0.14462397992610931, + 0.09655451029539108, + 0.05388559773564339, + 0.029552772641181946, + 0.2355276346206665, + 0.1079237312078476, + 0.06634947657585144, + 0.03511691465973854, + 0.0867895781993866 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.029810817912220955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1080569475889206, + 0.09365075081586838, + 0.07037772238254547, + 0.08797165006399155, + 0.1549989879131317, + 0.19474130868911743, + 0.09259778261184692, + 0.10609760880470276, + 0.043784379959106445, + 0.04772286117076874 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.014191304333508015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, wide-angle shot panning to the right captures a vibrant summer scene, imbued with the signature hand-drawn textures of Ghibli animation. Across the vast, shimmering river, a emerald green, a dragon boat crafted from deep red wood plows through the waves with a steady, rhythmic rhythm. The bright afternoon sun casts a warm, luminous glow across the scene. The dragon's head, intricately carved with vivid scales, its obsidian-inlaid eyes gleam with a resolute radiance. The gold and green auspicious cloud motifs painted on the boat's sides gleam in the sunlight. The boat is filled with rowers, uniformly dressed in traditional white and blue attire. Their movements are synchronized, their muscles tense, their faces radiating with focus and joy. Each stroke is powerful, the oars cleaving the water with a powerful force, sending V-shaped white waves cascading down the sides of the boat, leaving behind a long, widening wake. The backdrop is rolling green mountains, dotted with a few quaint wooden villages, with smoke rising from the roofs, and large cotton candy-like white clouds slowly drifting across the clear blue sky, creating an atmosphere that is both spectacular and warm, full of vitality and idyllic tranquility.", + "seed": 12465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_6/index_46_seed_12465_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19997010584920644, + "vlm_logprob": -0.19997010584920644, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.19997010584920644, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17887119948863983 + ], + "opposite_logprob_tokens": [ + -1.9288711547851562 + ], + "logprob_reward": -0.17887119948863983, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17887119948863983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2612614035606384, + 0.16710323095321655, + 0.08893034607172012, + 0.06542375683784485, + 0.09912367910146713, + 0.05513481795787811, + 0.06197652965784073, + 0.03930502012372017, + 0.10056029260158539, + 0.06118088215589523 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.17887119948863983 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934129595756531 + ], + "opposite_logprob_tokens": [ + -0.6934129595756531 + ], + "logprob_reward": -0.6934129595756531, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934129595756531, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12302723526954651, + 0.08050694316625595, + 0.053701791912317276, + 0.07998894155025482, + 0.14895816147327423, + 0.05410773307085037, + 0.09970914572477341, + 0.052512455731630325, + 0.07171870768070221, + 0.2357688546180725 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.6934129595756531 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059604281559586525 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.0059604281559586525, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059604281559586525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21919068694114685, + 0.1548934429883957, + 0.11842819303274155, + 0.10719306766986847, + 0.09573628753423691, + 0.08056700229644775, + 0.055795565247535706, + 0.040698450058698654, + 0.06723632663488388, + 0.06026100367307663 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0059604281559586525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297227442264557 + ], + "opposite_logprob_tokens": [ + -2.2379722595214844 + ], + "logprob_reward": -0.11297227442264557, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297227442264557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2848610579967499, + 0.1571183204650879, + 0.054236285388469696, + 0.11111550033092499, + 0.06229738891124725, + 0.05681386590003967, + 0.04831099137663841, + 0.02958586998283863, + 0.12858036160469055, + 0.06708038598299026 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.11297227442264557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633667603135109 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633667603135109, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633667603135109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2687007784843445, + 0.0940353199839592, + 0.056269321590662, + 0.12484321743249893, + 0.05857081338763237, + 0.07792964577674866, + 0.05776123329997063, + 0.06414132565259933, + 0.09331677854061127, + 0.10443153232336044 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.008633667603135109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, wide-angle shot panning to the right captures a vibrant summer scene, imbued with the signature hand-drawn textures of Ghibli animation. Across the vast, shimmering river, a emerald green, a dragon boat crafted from deep red wood plows through the waves with a steady, rhythmic rhythm. The bright afternoon sun casts a warm, luminous glow across the scene. The dragon's head, intricately carved with vivid scales, its obsidian-inlaid eyes gleam with a resolute radiance. The gold and green auspicious cloud motifs painted on the boat's sides gleam in the sunlight. The boat is filled with rowers, uniformly dressed in traditional white and blue attire. Their movements are synchronized, their muscles tense, their faces radiating with focus and joy. Each stroke is powerful, the oars cleaving the water with a powerful force, sending V-shaped white waves cascading down the sides of the boat, leaving behind a long, widening wake. The backdrop is rolling green mountains, dotted with a few quaint wooden villages, with smoke rising from the roofs, and large cotton candy-like white clouds slowly drifting across the clear blue sky, creating an atmosphere that is both spectacular and warm, full of vitality and idyllic tranquility.", + "seed": 12466, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_6/index_46_seed_12466_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21869594361633063, + "vlm_logprob": -0.21869594361633063, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.21869594361633063, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5468462705612183 + ], + "opposite_logprob_tokens": [ + -0.9218462705612183 + ], + "logprob_reward": -0.5468462705612183, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5468462705612183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04125377535820007, + 0.033227838575839996, + 0.033830057829618454, + 0.48770102858543396, + 0.13605554401874542, + 0.03911925479769707, + 0.05541634559631348, + 0.043792326003313065, + 0.0781598761677742, + 0.0514439158141613 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.5468462705612183 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289683401584625 + ], + "opposite_logprob_tokens": [ + -1.0539683103561401 + ], + "logprob_reward": -0.4289683401584625, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289683401584625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030863674357533455, + 0.01941598206758499, + 0.008533601649105549, + 0.688435435295105, + 0.0574226900935173, + 0.018661033362150192, + 0.028411369770765305, + 0.018486501649022102, + 0.11934060603380203, + 0.010429179295897484 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.4289683401584625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547479011118412 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547479011118412, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547479011118412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03562859445810318, + 0.02381235919892788, + 0.04306543245911598, + 0.6261467337608337, + 0.05827399343252182, + 0.015496722422540188, + 0.1017562597990036, + 0.01765093207359314, + 0.06359176337718964, + 0.014577172696590424 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.012547479011118412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905723690986633 + ], + "opposite_logprob_tokens": [ + -2.464057207107544 + ], + "logprob_reward": -0.08905723690986633, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905723690986633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04215400665998459, + 0.06031053513288498, + 0.03959398344159126, + 0.6073152422904968, + 0.07816154509782791, + 0.028562985360622406, + 0.04903804883360863, + 0.028354587033391, + 0.04443832114338875, + 0.022070663049817085 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.08905723690986633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dragon boat made of deep red wood visible on a shimmering river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are rowers dressed in traditional white and blue attire rowing in a synchronized manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of rolling green mountains, wooden villages with smoke, and a clear blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060391440987587 + ], + "opposite_logprob_tokens": [ + -4.1410603523254395 + ], + "logprob_reward": -0.016060391440987587, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060391440987587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052149876952171326, + 0.0857660174369812, + 0.04225695878267288, + 0.32950496673583984, + 0.09274251013994217, + 0.016917889937758446, + 0.23115859925746918, + 0.03559958562254906, + 0.032829221338033676, + 0.08107433468103409 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.016060391440987587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_7/index_tensor([8895, 8895])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_7/index_tensor([8895, 8895])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e2404f43114e9086ee60043e8e37d64ce5155913 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_7/index_tensor([8895, 8895])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic, slow-moving tracking shot gracefully glides through the inky void of space, dotted with distant stardust. It focuses on the giant planet Jupiter and the brilliant Moon, which engage in a silent cosmic ballet, slowly approaching each other. The surfaces of these two celestial bodies are not ordinary rock and gas, but instead display the warm, delicate texture of Song Dynasty Ru Kiln porcelain. Jupiter's vast sphere, with its iconic storm bands, is a blend of soft azure and moon-white glaze, crisscrossed with fine, crab-claw-like ice cracks. Illuminated by an invisible, soft light, it reflects the restrained, deep luster of jade. The nearby Moon, like a perfect piece of Ru Kiln white porcelain, has a smooth, lustrous surface, its craters reduced to gentle, shallow depressions, emanating a tranquil, luminous glow. As the camera steadily and leisurely orbits, the compositional positions of the two planets subtly and gracefully shift, their distance gradually decreasing, creating a vast, serene, and mysterious atmosphere imbued with the aesthetics of classical Oriental art.", + "seed": 30451, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_7/index_8895_seed_30451_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4550058891996741, + "vlm_logprob": -0.4550058891996741, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.4550058891996741, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015045966021716595 + ], + "opposite_logprob_tokens": [ + -4.390046119689941 + ], + "logprob_reward": -0.015045966021716595, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015045966021716595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.237074613571167, + 0.10977372527122498, + 0.05265121906995773, + 0.048860497772693634, + 0.046540237963199615, + 0.2732248604297638, + 0.08122460544109344, + 0.028599007055163383, + 0.07917159050703049, + 0.04287963733077049 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.015045966021716595 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.50210440158844 + ], + "opposite_logprob_tokens": [ + -0.25210443139076233 + ], + "logprob_reward": -1.50210440158844, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.50210440158844, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14879468083381653, + 0.27153244614601135, + 0.06582202762365341, + 0.0986923947930336, + 0.10141798108816147, + 0.16930833458900452, + 0.044967927038669586, + 0.04289965331554413, + 0.025494152680039406, + 0.031070351600646973 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -1.50210440158844 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500676482915878 + ], + "opposite_logprob_tokens": [ + -2.930006742477417 + ], + "logprob_reward": -0.05500676482915878, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500676482915878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10818960517644882, + 0.3033328354358673, + 0.06775745749473572, + 0.06522266566753387, + 0.0499458834528923, + 0.18708115816116333, + 0.037496235221624374, + 0.03248032554984093, + 0.06908588111400604, + 0.07940798997879028 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.05500676482915878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003871351480484 + ], + "opposite_logprob_tokens": [ + -2.6950387954711914 + ], + "logprob_reward": -0.07003871351480484, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003871351480484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1588369607925415, + 0.23231394588947296, + 0.0654863640666008, + 0.069720558822155, + 0.06274580210447311, + 0.10888248682022095, + 0.13187004625797272, + 0.033382292836904526, + 0.11207370460033417, + 0.024687863886356354 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.07003871351480484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328336000442505 + ], + "opposite_logprob_tokens": [ + -0.7578336000442505 + ], + "logprob_reward": -0.6328336000442505, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328336000442505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1097748652100563, + 0.47819310426712036, + 0.07376191765069962, + 0.025711387395858765, + 0.07225698977708817, + 0.05086051672697067, + 0.062458332628011703, + 0.0438615083694458, + 0.03188137710094452, + 0.05123991519212723 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.6328336000442505 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic, slow-moving tracking shot gracefully glides through the inky void of space, dotted with distant stardust. It focuses on the giant planet Jupiter and the brilliant Moon, which engage in a silent cosmic ballet, slowly approaching each other. The surfaces of these two celestial bodies are not ordinary rock and gas, but instead display the warm, delicate texture of Song Dynasty Ru Kiln porcelain. Jupiter's vast sphere, with its iconic storm bands, is a blend of soft azure and moon-white glaze, crisscrossed with fine, crab-claw-like ice cracks. Illuminated by an invisible, soft light, it reflects the restrained, deep luster of jade. The nearby Moon, like a perfect piece of Ru Kiln white porcelain, has a smooth, lustrous surface, its craters reduced to gentle, shallow depressions, emanating a tranquil, luminous glow. As the camera steadily and leisurely orbits, the compositional positions of the two planets subtly and gracefully shift, their distance gradually decreasing, creating a vast, serene, and mysterious atmosphere imbued with the aesthetics of classical Oriental art.", + "seed": 30452, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_7/index_8895_seed_30452_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19848252460360527, + "vlm_logprob": -0.19848252460360527, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.19848252460360527, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022532278671860695 + ], + "opposite_logprob_tokens": [ + -3.8975322246551514 + ], + "logprob_reward": -0.022532278671860695, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022532278671860695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1603410243988037, + 0.08093934506177902, + 0.10221707820892334, + 0.03461913391947746, + 0.05110887438058853, + 0.11205781996250153, + 0.13662970066070557, + 0.05962153896689415, + 0.09937132894992828, + 0.1630941480398178 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.022532278671860695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994093894958496 + ], + "opposite_logprob_tokens": [ + -1.804940938949585 + ], + "logprob_reward": -0.17994093894958496, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994093894958496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16972653567790985, + 0.19518032670021057, + 0.05392170324921608, + 0.04744371026754379, + 0.052126817405223846, + 0.09004697948694229, + 0.13376307487487793, + 0.09549858421087265, + 0.02765660546720028, + 0.13463567197322845 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.17994093894958496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080684959888458 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.016080684959888458, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080684959888458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20280317962169647, + 0.08372779935598373, + 0.044354721903800964, + 0.04756689444184303, + 0.03928287327289581, + 0.09449157118797302, + 0.05988084152340889, + 0.034234270453453064, + 0.01985134743154049, + 0.3738064467906952 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.016080684959888458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066843643784523 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016066843643784523, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066843643784523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17858804762363434, + 0.06742585450410843, + 0.15890087187290192, + 0.10083205997943878, + 0.04957464337348938, + 0.06106241047382355, + 0.0883946344256401, + 0.08274248242378235, + 0.049574777483940125, + 0.16290418803691864 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.016066843643784523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577918767929077 + ], + "opposite_logprob_tokens": [ + -0.6327918767929077 + ], + "logprob_reward": -0.7577918767929077, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577918767929077, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12773151695728302, + 0.08293114602565765, + 0.11056404560804367, + 0.16003254055976868, + 0.041893504559993744, + 0.032786447554826736, + 0.0683111920952797, + 0.1725231558084488, + 0.12386021018028259, + 0.0793662816286087 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.7577918767929077 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "majestic, slow-moving tracking shot gracefully glides through the inky void of space, dotted with distant stardust. It focuses on the giant planet Jupiter and the brilliant Moon, which engage in a silent cosmic ballet, slowly approaching each other. The surfaces of these two celestial bodies are not ordinary rock and gas, but instead display the warm, delicate texture of Song Dynasty Ru Kiln porcelain. Jupiter's vast sphere, with its iconic storm bands, is a blend of soft azure and moon-white glaze, crisscrossed with fine, crab-claw-like ice cracks. Illuminated by an invisible, soft light, it reflects the restrained, deep luster of jade. The nearby Moon, like a perfect piece of Ru Kiln white porcelain, has a smooth, lustrous surface, its craters reduced to gentle, shallow depressions, emanating a tranquil, luminous glow. As the camera steadily and leisurely orbits, the compositional positions of the two planets subtly and gracefully shift, their distance gradually decreasing, creating a vast, serene, and mysterious atmosphere imbued with the aesthetics of classical Oriental art.", + "seed": 30453, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_7/index_8895_seed_30453_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.7648675914853811, + "vlm_logprob": -0.7648675914853811, + "vlm_yes_no_margin": 1.35, + "vlm_token_credit": -0.7648675914853811, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01084788329899311 + ], + "opposite_logprob_tokens": [ + -4.760848045349121 + ], + "logprob_reward": -0.01084788329899311, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01084788329899311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08144548535346985, + 0.12698674201965332, + 0.07370085269212723, + 0.1588435024023056, + 0.08363792300224304, + 0.10995365679264069, + 0.10175026953220367, + 0.10286327451467514, + 0.08489497005939484, + 0.07592331618070602 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.01084788329899311 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.048652172088623 + ], + "opposite_logprob_tokens": [ + -0.0486522801220417 + ], + "logprob_reward": -3.048652172088623, + "yes_no_margin_reward": -3.0, + "token_credit_reward": -3.048652172088623, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12667332589626312, + 0.1533796340227127, + 0.08776833862066269, + 0.12574157118797302, + 0.2055048793554306, + 0.03868957608938217, + 0.10661636292934418, + 0.03821234032511711, + 0.06489086896181107, + 0.05252309888601303 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -3.048652172088623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2523139715194702 + ], + "opposite_logprob_tokens": [ + -1.5023139715194702 + ], + "logprob_reward": -0.2523139715194702, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2523139715194702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16482329368591309, + 0.23874711990356445, + 0.1052316278219223, + 0.05217503383755684, + 0.16093675792217255, + 0.03536723554134369, + 0.07842476665973663, + 0.039523959159851074, + 0.07379474490880966, + 0.050975486636161804 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.2523139715194702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814629837870598 + ], + "opposite_logprob_tokens": [ + -3.2881462574005127 + ], + "logprob_reward": -0.03814629837870598, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814629837870598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10848458856344223, + 0.13053248822689056, + 0.12742464244365692, + 0.1425304412841797, + 0.11837320774793625, + 0.08923632651567459, + 0.10292497277259827, + 0.06051139906048775, + 0.07296604663133621, + 0.047015924006700516 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.03814629837870598 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743776321411133 + ], + "opposite_logprob_tokens": [ + -0.9743776321411133 + ], + "logprob_reward": -0.4743776321411133, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743776321411133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11911681294441223, + 0.11428171396255493, + 0.06554949283599854, + 0.16948778927326202, + 0.09429802000522614, + 0.1339045763015747, + 0.10855703055858612, + 0.08688607811927795, + 0.04858926311135292, + 0.05932930111885071 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.4743776321411133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic, slow-moving tracking shot gracefully glides through the inky void of space, dotted with distant stardust. It focuses on the giant planet Jupiter and the brilliant Moon, which engage in a silent cosmic ballet, slowly approaching each other. The surfaces of these two celestial bodies are not ordinary rock and gas, but instead display the warm, delicate texture of Song Dynasty Ru Kiln porcelain. Jupiter's vast sphere, with its iconic storm bands, is a blend of soft azure and moon-white glaze, crisscrossed with fine, crab-claw-like ice cracks. Illuminated by an invisible, soft light, it reflects the restrained, deep luster of jade. The nearby Moon, like a perfect piece of Ru Kiln white porcelain, has a smooth, lustrous surface, its craters reduced to gentle, shallow depressions, emanating a tranquil, luminous glow. As the camera steadily and leisurely orbits, the compositional positions of the two planets subtly and gracefully shift, their distance gradually decreasing, creating a vast, serene, and mysterious atmosphere imbued with the aesthetics of classical Oriental art.", + "seed": 30454, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_7/index_8895_seed_30454_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.6685209989547729, + "vlm_logprob": -0.6685209989547729, + "vlm_yes_no_margin": 1.4, + "vlm_token_credit": -0.6685209989547729, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019695080816745758 + ], + "opposite_logprob_tokens": [ + -4.144695281982422 + ], + "logprob_reward": -0.019695080816745758, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019695080816745758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20385178923606873, + 0.0341561995446682, + 0.12993229925632477, + 0.023273469880223274, + 0.020266354084014893, + 0.014778184704482555, + 0.4045250713825226, + 0.04887863248586655, + 0.04247116297483444, + 0.07786677032709122 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.019695080816745758 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.464052438735962 + ], + "opposite_logprob_tokens": [ + -0.08905255049467087 + ], + "logprob_reward": -2.464052438735962, + "yes_no_margin_reward": -2.375, + "token_credit_reward": -2.464052438735962, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05401318892836571, + 0.0798567682504654, + 0.20899008214473724, + 0.03750990331172943, + 0.024434637278318405, + 0.017607631161808968, + 0.4570563733577728, + 0.026669785380363464, + 0.038215260952711105, + 0.05564633756875992 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -2.464052438735962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12727071344852448 + ], + "opposite_logprob_tokens": [ + -2.1272706985473633 + ], + "logprob_reward": -0.12727071344852448, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12727071344852448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2500514090061188, + 0.09279173612594604, + 0.20426227152347565, + 0.06346817314624786, + 0.02888062782585621, + 0.02446659468114376, + 0.049172114580869675, + 0.06579241156578064, + 0.08982803672552109, + 0.1312866359949112 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.12727071344852448 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814411908388138 + ], + "opposite_logprob_tokens": [ + -3.288144111633301 + ], + "logprob_reward": -0.03814411908388138, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814411908388138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028173523023724556, + 0.0637112483382225, + 0.06531908363103867, + 0.017172517254948616, + 0.016646677628159523, + 0.021753866225481033, + 0.6601677536964417, + 0.05952002480626106, + 0.0492786206305027, + 0.018256686627864838 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.03814411908388138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are Jupiter and the Moon visible as the main subjects in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the surfaces of Jupiter and the Moon display the texture of Song Dynasty Ru Kiln porcelain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Jupiter depicted with soft azure and moon-white glaze colors and fine ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady and leisurely orbiting motion around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the two celestial bodies shown slowly approaching each other with decreasing distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934426426887512 + ], + "opposite_logprob_tokens": [ + -0.6934426426887512 + ], + "logprob_reward": -0.6934426426887512, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934426426887512, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.028633110225200653, + 0.011573552154004574, + 0.14859424531459808, + 0.0063109202310442924, + 0.013136432506144047, + 0.010817144997417927, + 0.5642289519309998, + 0.07933228462934494, + 0.12334679067134857, + 0.014026621356606483 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.6934426426887512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_8/index_tensor([7901, 7901])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_8/index_tensor([7901, 7901])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..176d9e82693724183cfe3737d38ec6e3d19c4071 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_8/index_tensor([7901, 7901])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot captures a cheetah, its muscular form, its fur speckled with signature black spots, dashing at breakneck speed across a vast, desolate desert. Its limbs stretched out, each kick sending a small cloud of dust through the golden sand. Ahead, a hare, its fur draped in khaki, its ears long and set against its back, leaps and veers desperately in a desperate attempt to escape. The scorching afternoon sun paints the rolling dunes a dazzling golden hue, casting deep shadows. As they crest a seemingly exceptionally tall dune, the chase abruptly ends, the cheetah tensing and the hare frozen in place. Then, the camera rapidly and smoothly pulls back, revealing a startling truth: they are not on a dune, but on the vast, weathered, and ridged shell of a giant tortoise, its \"dunes\" merely one of countless folds within. As the camera zooms out, we see that the giant tortoise's back bears a vibrant, miniature ecosystem—lush forests, winding rivers shimmering in the sunlight, and rugged miniature mountains. The tortoise then slowly turns its ancient, wrinkled head, its deep, intelligent eyes gazing through everything. Atop its shell, the cheetah and the hare exchange a glance of bewilderment and understanding. After a brief pause, as if ancient predatory instincts transcend the surreal spectacle before them, they once again engage in an eternal chase across this moving, fantastical landscape. The entire scene blends intense movement with awe-inspiring tranquility within a magnificent, fantastical atmosphere.", + "seed": 27227, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_8/index_7901_seed_27227_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2644333019852638, + "vlm_logprob": -0.2644333019852638, + "vlm_yes_no_margin": 2.449999952316284, + "vlm_token_credit": -0.2644333019852638, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28372231125831604 + ], + "opposite_logprob_tokens": [ + -1.4087222814559937 + ], + "logprob_reward": -0.28372231125831604, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28372231125831604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3327673673629761, + 0.02999560907483101, + 0.023620953783392906, + 0.066219262778759, + 0.27726826071739197, + 0.11622603982686996, + 0.08347907662391663, + 0.022677840664982796, + 0.029652049764990807, + 0.018093520775437355 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.28372231125831604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609945483505726 + ], + "opposite_logprob_tokens": [ + -4.141099452972412 + ], + "logprob_reward": -0.01609945483505726, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609945483505726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2425922453403473, + 0.03091626986861229, + 0.05913415178656578, + 0.037249282002449036, + 0.11559900641441345, + 0.06746180355548859, + 0.19821494817733765, + 0.05974898487329483, + 0.13739651441574097, + 0.05168680474162102 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.01609945483505726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821153610944748 + ], + "opposite_logprob_tokens": [ + -4.018211364746094 + ], + "logprob_reward": -0.01821153610944748, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821153610944748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1432778388261795, + 0.02812912128865719, + 0.0665123239159584, + 0.04306790232658386, + 0.08745486289262772, + 0.11931717395782471, + 0.39629289507865906, + 0.04156043380498886, + 0.03695229813456535, + 0.03743516653776169 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.01821153610944748 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981833927333355 + ], + "opposite_logprob_tokens": [ + -3.529818296432495 + ], + "logprob_reward": -0.02981833927333355, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981833927333355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24422506988048553, + 0.03966175392270088, + 0.07198818027973175, + 0.11557147651910782, + 0.11797770112752914, + 0.07929017394781113, + 0.12954893708229065, + 0.03651595488190651, + 0.10061360150575638, + 0.06460714340209961 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.02981833927333355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743148684501648 + ], + "opposite_logprob_tokens": [ + -0.4743148684501648 + ], + "logprob_reward": -0.9743148684501648, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743148684501648, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20502260327339172, + 0.08301955461502075, + 0.03463078290224075, + 0.03536486625671387, + 0.1637190729379654, + 0.22848546504974365, + 0.12684600055217743, + 0.022235138341784477, + 0.05362137407064438, + 0.04705517366528511 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.9743148684501648 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot captures a cheetah, its muscular form, its fur speckled with signature black spots, dashing at breakneck speed across a vast, desolate desert. Its limbs stretched out, each kick sending a small cloud of dust through the golden sand. Ahead, a hare, its fur draped in khaki, its ears long and set against its back, leaps and veers desperately in a desperate attempt to escape. The scorching afternoon sun paints the rolling dunes a dazzling golden hue, casting deep shadows. As they crest a seemingly exceptionally tall dune, the chase abruptly ends, the cheetah tensing and the hare frozen in place. Then, the camera rapidly and smoothly pulls back, revealing a startling truth: they are not on a dune, but on the vast, weathered, and ridged shell of a giant tortoise, its \"dunes\" merely one of countless folds within. As the camera zooms out, we see that the giant tortoise's back bears a vibrant, miniature ecosystem—lush forests, winding rivers shimmering in the sunlight, and rugged miniature mountains. The tortoise then slowly turns its ancient, wrinkled head, its deep, intelligent eyes gazing through everything. Atop its shell, the cheetah and the hare exchange a glance of bewilderment and understanding. After a brief pause, as if ancient predatory instincts transcend the surreal spectacle before them, they once again engage in an eternal chase across this moving, fantastical landscape. The entire scene blends intense movement with awe-inspiring tranquility within a magnificent, fantastical atmosphere.", + "seed": 27228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_8/index_7901_seed_27228_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.28539367131888865, + "vlm_logprob": -0.28539367131888865, + "vlm_yes_no_margin": 1.85, + "vlm_token_credit": -0.28539367131888865, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22851839661598206 + ], + "opposite_logprob_tokens": [ + -1.6035183668136597 + ], + "logprob_reward": -0.22851839661598206, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22851839661598206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0725184977054596, + 0.10117270797491074, + 0.12119778990745544, + 0.04798182100057602, + 0.32886290550231934, + 0.11217591166496277, + 0.0342804379761219, + 0.07293253391981125, + 0.05536665394902229, + 0.053510673344135284 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.22851839661598206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020616991445422173 + ], + "opposite_logprob_tokens": [ + -3.8956170082092285 + ], + "logprob_reward": -0.020616991445422173, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020616991445422173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11228812485933304, + 0.1491173356771469, + 0.11247508227825165, + 0.07341165840625763, + 0.11288990080356598, + 0.051696937531232834, + 0.04398370161652565, + 0.16305145621299744, + 0.10703785717487335, + 0.0740479975938797 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.020616991445422173 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038135625422000885 + ], + "opposite_logprob_tokens": [ + -3.288135528564453 + ], + "logprob_reward": -0.038135625422000885, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038135625422000885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13756385445594788, + 0.2878052294254303, + 0.1161707416176796, + 0.05694413557648659, + 0.0935402363538742, + 0.05281070992350578, + 0.033253323286771774, + 0.04612036794424057, + 0.1470729261636734, + 0.028718553483486176 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.038135625422000885 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134797513484955 + ], + "opposite_logprob_tokens": [ + -1.3134797811508179 + ], + "logprob_reward": -0.3134797513484955, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134797513484955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11206149309873581, + 0.08750014752149582, + 0.0645141676068306, + 0.08921964466571808, + 0.13527455925941467, + 0.05309334769845009, + 0.14374691247940063, + 0.061177484691143036, + 0.09057380259037018, + 0.16283850371837616 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.3134797513484955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262175917625427 + ], + "opposite_logprob_tokens": [ + -0.5762175917625427 + ], + "logprob_reward": -0.8262175917625427, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262175917625427, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12353161722421646, + 0.04642154648900032, + 0.11768142133951187, + 0.04134167730808258, + 0.17716634273529053, + 0.12507349252700806, + 0.1375979632139206, + 0.1014329046010971, + 0.04287860170006752, + 0.08687445521354675 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.8262175917625427 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot captures a cheetah, its muscular form, its fur speckled with signature black spots, dashing at breakneck speed across a vast, desolate desert. Its limbs stretched out, each kick sending a small cloud of dust through the golden sand. Ahead, a hare, its fur draped in khaki, its ears long and set against its back, leaps and veers desperately in a desperate attempt to escape. The scorching afternoon sun paints the rolling dunes a dazzling golden hue, casting deep shadows. As they crest a seemingly exceptionally tall dune, the chase abruptly ends, the cheetah tensing and the hare frozen in place. Then, the camera rapidly and smoothly pulls back, revealing a startling truth: they are not on a dune, but on the vast, weathered, and ridged shell of a giant tortoise, its \"dunes\" merely one of countless folds within. As the camera zooms out, we see that the giant tortoise's back bears a vibrant, miniature ecosystem—lush forests, winding rivers shimmering in the sunlight, and rugged miniature mountains. The tortoise then slowly turns its ancient, wrinkled head, its deep, intelligent eyes gazing through everything. Atop its shell, the cheetah and the hare exchange a glance of bewilderment and understanding. After a brief pause, as if ancient predatory instincts transcend the surreal spectacle before them, they once again engage in an eternal chase across this moving, fantastical landscape. The entire scene blends intense movement with awe-inspiring tranquility within a magnificent, fantastical atmosphere.", + "seed": 27229, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_8/index_7901_seed_27229_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.22128225360065698, + "vlm_logprob": -0.22128225360065698, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.22128225360065698, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20384430885314941 + ], + "opposite_logprob_tokens": [ + -1.7038443088531494 + ], + "logprob_reward": -0.20384430885314941, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20384430885314941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23728786408901215, + 0.13751713931560516, + 0.023417964577674866, + 0.03631652891635895, + 0.09420488774776459, + 0.04100310057401657, + 0.056757036596536636, + 0.06298309564590454, + 0.13419607281684875, + 0.17631632089614868 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.20384430885314941 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561016716063023 + ], + "opposite_logprob_tokens": [ + -4.387560844421387 + ], + "logprob_reward": -0.012561016716063023, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561016716063023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5639374852180481, + 0.04458294436335564, + 0.028075236827135086, + 0.027122821658849716, + 0.05650263652205467, + 0.07350735366344452, + 0.07078585028648376, + 0.04179823398590088, + 0.04331153258681297, + 0.05037592351436615 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.012561016716063023 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209253892302513 + ], + "opposite_logprob_tokens": [ + -2.8120925426483154 + ], + "logprob_reward": -0.06209253892302513, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209253892302513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2948070764541626, + 0.021767031401395798, + 0.02592184580862522, + 0.0523916594684124, + 0.10320775955915451, + 0.1117636188864708, + 0.19177883863449097, + 0.05157051980495453, + 0.037484172731637955, + 0.10930753499269485 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.06209253892302513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700482726097107 + ], + "opposite_logprob_tokens": [ + -2.6950483322143555 + ], + "logprob_reward": -0.0700482726097107, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700482726097107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31271663308143616, + 0.06434641033411026, + 0.029946986585855484, + 0.04571821168065071, + 0.14314690232276917, + 0.10029008239507675, + 0.11786548048257828, + 0.0783902108669281, + 0.0749184712767601, + 0.03266063705086708 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0700482726097107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578651309013367 + ], + "opposite_logprob_tokens": [ + -0.6328651309013367 + ], + "logprob_reward": -0.7578651309013367, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578651309013367, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5394221544265747, + 0.10521134734153748, + 0.03437012434005737, + 0.021203771233558655, + 0.029030192643404007, + 0.07273529469966888, + 0.02132532186806202, + 0.055910948663949966, + 0.0484485849738121, + 0.07234219461679459 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.7578651309013367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot captures a cheetah, its muscular form, its fur speckled with signature black spots, dashing at breakneck speed across a vast, desolate desert. Its limbs stretched out, each kick sending a small cloud of dust through the golden sand. Ahead, a hare, its fur draped in khaki, its ears long and set against its back, leaps and veers desperately in a desperate attempt to escape. The scorching afternoon sun paints the rolling dunes a dazzling golden hue, casting deep shadows. As they crest a seemingly exceptionally tall dune, the chase abruptly ends, the cheetah tensing and the hare frozen in place. Then, the camera rapidly and smoothly pulls back, revealing a startling truth: they are not on a dune, but on the vast, weathered, and ridged shell of a giant tortoise, its \"dunes\" merely one of countless folds within. As the camera zooms out, we see that the giant tortoise's back bears a vibrant, miniature ecosystem—lush forests, winding rivers shimmering in the sunlight, and rugged miniature mountains. The tortoise then slowly turns its ancient, wrinkled head, its deep, intelligent eyes gazing through everything. Atop its shell, the cheetah and the hare exchange a glance of bewilderment and understanding. After a brief pause, as if ancient predatory instincts transcend the surreal spectacle before them, they once again engage in an eternal chase across this moving, fantastical landscape. The entire scene blends intense movement with awe-inspiring tranquility within a magnificent, fantastical atmosphere.", + "seed": 27230, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_8/index_7901_seed_27230_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24764095842838288, + "vlm_logprob": -0.24764095842838288, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.24764095842838288, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31476375460624695 + ], + "opposite_logprob_tokens": [ + -1.3147637844085693 + ], + "logprob_reward": -0.31476375460624695, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31476375460624695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11639917641878128, + 0.043783996254205704, + 0.05389692261815071, + 0.31163743138313293, + 0.02199644222855568, + 0.03531048074364662, + 0.0764521062374115, + 0.021072449162602425, + 0.11320296674966812, + 0.20624813437461853 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.31476375460624695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101385578513145 + ], + "opposite_logprob_tokens": [ + -4.511101245880127 + ], + "logprob_reward": -0.011101385578513145, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101385578513145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.151767760515213, + 0.05009627342224121, + 0.0657409206032753, + 0.24252238869667053, + 0.06549498438835144, + 0.054338689893484116, + 0.1246955543756485, + 0.027222367003560066, + 0.16083776950836182, + 0.057283300906419754 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.011101385578513145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085611656308174 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085611656308174, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085611656308174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058342475444078445, + 0.11361683160066605, + 0.046826235949993134, + 0.3230801522731781, + 0.06888970732688904, + 0.20542879402637482, + 0.045759182423353195, + 0.03724927082657814, + 0.053285978734493256, + 0.04752137139439583 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.016085611656308174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004527002573013 + ], + "opposite_logprob_tokens": [ + -2.695045232772827 + ], + "logprob_reward": -0.07004527002573013, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004527002573013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09551102668046951, + 0.05881435424089432, + 0.03743405640125275, + 0.364769846200943, + 0.11815880984067917, + 0.10130474716424942, + 0.09605452418327332, + 0.026812000200152397, + 0.044158052653074265, + 0.05698253586888313 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.07004527002573013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cheetah with black spots on its fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chase taking place on the shell of a giant tortoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene reveal a miniature ecosystem with forests and rivers on the tortoise's shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle tracking shot and later zoom out to reveal the shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the cheetah and hare exchange a glance before resuming their chase?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.826208770275116 + ], + "opposite_logprob_tokens": [ + -0.576208770275116 + ], + "logprob_reward": -0.826208770275116, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.826208770275116, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22871388494968414, + 0.04287875071167946, + 0.05118285119533539, + 0.2831265926361084, + 0.03574696555733681, + 0.0465996153652668, + 0.06497109681367874, + 0.05934930220246315, + 0.052012521773576736, + 0.1354183405637741 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.826208770275116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_9/index_tensor([2441, 2441])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_9/index_tensor([2441, 2441])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8765316bad8dae05b8ddc3d773bf70c16102a74d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_9/index_tensor([2441, 2441])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot slowly and deliberately pans from left to right across a dimly lit cell, immediately establishing a grim and oppressive atmosphere. The camera's movement first glides across the uneven, cold slate floor, then reveals the cold, gray stone walls, their rough surface appearing damp in the dim light. The pan continues, and a heavy metal door, its surface textured with deep rust and flaking dark paint, enters the frame, securely fastened to the stone. Next, a narrow steel-framed bed is revealed, covered with a thin, tattered blanket, the fabric frayed and worn. On the far wall, a small, broken window secured with iron bars allows a sharp, cold ray of natural light to penetrate the darkness. A compact metal sink and toilet fixture is bolted directly to the adjacent wall, its stainless steel finish dull and stained. A single bare lightbulb hung from the center of the ceiling on a frayed cord, flickering erratically and casting a sickly yellow glow that made long, twisted shadows of every object twist and dance in the confined space.", + "seed": 32460, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_9/index_2441_seed_32460_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03211535234004259, + "vlm_logprob": -0.03211535234004259, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.03211535234004259, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07517918944358826 + ], + "opposite_logprob_tokens": [ + -2.700179100036621 + ], + "logprob_reward": -0.07517918944358826, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07517918944358826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04825975000858307, + 0.39722856879234314, + 0.02998151071369648, + 0.057468481361866, + 0.14633052051067352, + 0.10053636133670807, + 0.06056292727589607, + 0.03738679364323616, + 0.04739515110850334, + 0.0748499184846878 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.07517918944358826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086649261415005 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086649261415005, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086649261415005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24894437193870544, + 0.29543644189834595, + 0.02808336354792118, + 0.06489862501621246, + 0.04107494279742241, + 0.06236205995082855, + 0.08974894881248474, + 0.04892449080944061, + 0.08137588948011398, + 0.039150871336460114 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.011086649261415005 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634015679359436 + ], + "opposite_logprob_tokens": [ + -3.6513402462005615 + ], + "logprob_reward": -0.02634015679359436, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634015679359436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09906577318906784, + 0.21513424813747406, + 0.04367583617568016, + 0.09906604886054993, + 0.1017041876912117, + 0.09611688554286957, + 0.1607995331287384, + 0.089788518846035, + 0.04310208186507225, + 0.05154680833220482 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.02634015679359436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978767640888691 + ], + "opposite_logprob_tokens": [ + -3.52978777885437 + ], + "logprob_reward": -0.02978767640888691, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978767640888691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1278771013021469, + 0.1144949272274971, + 0.03682086244225502, + 0.04748892784118652, + 0.07255245000123978, + 0.0397709384560585, + 0.06587281823158264, + 0.0579945333302021, + 0.10044475644826889, + 0.3366827368736267 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02978767640888691 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183089792728424 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183089792728424, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183089792728424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030122976750135422, + 0.11031705141067505, + 0.02998834289610386, + 0.09338033199310303, + 0.14753419160842896, + 0.043292250484228134, + 0.07887545228004456, + 0.05938665196299553, + 0.37137332558631897, + 0.03572949022054672 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.018183089792728424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly and deliberately pans from left to right across a dimly lit cell, immediately establishing a grim and oppressive atmosphere. The camera's movement first glides across the uneven, cold slate floor, then reveals the cold, gray stone walls, their rough surface appearing damp in the dim light. The pan continues, and a heavy metal door, its surface textured with deep rust and flaking dark paint, enters the frame, securely fastened to the stone. Next, a narrow steel-framed bed is revealed, covered with a thin, tattered blanket, the fabric frayed and worn. On the far wall, a small, broken window secured with iron bars allows a sharp, cold ray of natural light to penetrate the darkness. A compact metal sink and toilet fixture is bolted directly to the adjacent wall, its stainless steel finish dull and stained. A single bare lightbulb hung from the center of the ceiling on a frayed cord, flickering erratically and casting a sickly yellow glow that made long, twisted shadows of every object twist and dance in the confined space.", + "seed": 32461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_9/index_2441_seed_32461_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04448836743831634, + "vlm_logprob": -0.04448836743831634, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.04448836743831634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11931431293487549 + ], + "opposite_logprob_tokens": [ + -2.244314193725586 + ], + "logprob_reward": -0.11931431293487549, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11931431293487549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2411743700504303, + 0.15905366837978363, + 0.06276627629995346, + 0.07166042923927307, + 0.12260783463716507, + 0.08844298869371414, + 0.04973139986395836, + 0.05073919892311096, + 0.11573595553636551, + 0.03808785602450371 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.11931431293487549 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981637232005596 + ], + "opposite_logprob_tokens": [ + -3.5298163890838623 + ], + "logprob_reward": -0.02981637232005596, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981637232005596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3585800230503082, + 0.09272956103086472, + 0.08778046071529388, + 0.09158887714147568, + 0.04618997126817703, + 0.06077643111348152, + 0.0405285470187664, + 0.06752603501081467, + 0.08492282032966614, + 0.06937729567289352 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02981637232005596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.127638578414917, + 0.0615868978202343, + 0.1372661143541336, + 0.1439163237810135, + 0.0711849257349968, + 0.1493130922317505, + 0.12059234082698822, + 0.09608122706413269, + 0.04534474387764931, + 0.04707574099302292 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.014194242656230927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605921797454357 + ], + "opposite_logprob_tokens": [ + -4.141059398651123 + ], + "logprob_reward": -0.01605921797454357, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605921797454357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11801503598690033, + 0.0998067781329155, + 0.07617893815040588, + 0.1272122710943222, + 0.07139869034290314, + 0.12608517706394196, + 0.12515680491924286, + 0.13417869806289673, + 0.04492657631635666, + 0.07704100012779236 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.01605921797454357 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305769130587578 + ], + "opposite_logprob_tokens": [ + -3.168057680130005 + ], + "logprob_reward": -0.04305769130587578, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305769130587578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13077370822429657, + 0.12441729009151459, + 0.06420131027698517, + 0.1027943566441536, + 0.035789016634225845, + 0.09389647841453552, + 0.08537907153367996, + 0.22897732257843018, + 0.056116893887519836, + 0.07765450328588486 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.04305769130587578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly and deliberately pans from left to right across a dimly lit cell, immediately establishing a grim and oppressive atmosphere. The camera's movement first glides across the uneven, cold slate floor, then reveals the cold, gray stone walls, their rough surface appearing damp in the dim light. The pan continues, and a heavy metal door, its surface textured with deep rust and flaking dark paint, enters the frame, securely fastened to the stone. Next, a narrow steel-framed bed is revealed, covered with a thin, tattered blanket, the fabric frayed and worn. On the far wall, a small, broken window secured with iron bars allows a sharp, cold ray of natural light to penetrate the darkness. A compact metal sink and toilet fixture is bolted directly to the adjacent wall, its stainless steel finish dull and stained. A single bare lightbulb hung from the center of the ceiling on a frayed cord, flickering erratically and casting a sickly yellow glow that made long, twisted shadows of every object twist and dance in the confined space.", + "seed": 32462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_9/index_2441_seed_32462_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04632567688822746, + "vlm_logprob": -0.04632567688822746, + "vlm_yes_no_margin": 3.199999952316284, + "vlm_token_credit": -0.04632567688822746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08349158614873886 + ], + "opposite_logprob_tokens": [ + -2.583491563796997 + ], + "logprob_reward": -0.08349158614873886, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08349158614873886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13510271906852722, + 0.1108531504869461, + 0.05571471154689789, + 0.1294705718755722, + 0.06858202069997787, + 0.09267188608646393, + 0.061196740716695786, + 0.035879772156476974, + 0.2809760868549347, + 0.029552336782217026 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.08349158614873886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206564977765083 + ], + "opposite_logprob_tokens": [ + -2.812065601348877 + ], + "logprob_reward": -0.06206564977765083, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206564977765083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2376471757888794, + 0.07802198082208633, + 0.03501876816153526, + 0.03688235953450203, + 0.14526042342185974, + 0.09969035536050797, + 0.03898113965988159, + 0.11023963987827301, + 0.1686115711927414, + 0.04964655637741089 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.06206564977765083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095925003290176 + ], + "opposite_logprob_tokens": [ + -3.2880959510803223 + ], + "logprob_reward": -0.038095925003290176, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095925003290176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12676209211349487, + 0.0678529441356659, + 0.05034778267145157, + 0.09217094630002975, + 0.21361760795116425, + 0.09056586027145386, + 0.036795325577259064, + 0.09581898152828217, + 0.12193011492490768, + 0.10413835197687149 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.038095925003290176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178174272179604 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178174272179604, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018178174272179604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12272796034812927, + 0.10047148168087006, + 0.03159932419657707, + 0.050458867102861404, + 0.10850755125284195, + 0.11649099737405777, + 0.10614551603794098, + 0.12593363225460052, + 0.18484586477279663, + 0.05281878262758255 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.018178174272179604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979704923927784 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.02979704923927784, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979704923927784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14517205953598022, + 0.05100609362125397, + 0.058228328824043274, + 0.050182804465293884, + 0.09611819684505463, + 0.08344338089227676, + 0.06144626811146736, + 0.11677601933479309, + 0.11904300004243851, + 0.21858376264572144 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.02979704923927784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly and deliberately pans from left to right across a dimly lit cell, immediately establishing a grim and oppressive atmosphere. The camera's movement first glides across the uneven, cold slate floor, then reveals the cold, gray stone walls, their rough surface appearing damp in the dim light. The pan continues, and a heavy metal door, its surface textured with deep rust and flaking dark paint, enters the frame, securely fastened to the stone. Next, a narrow steel-framed bed is revealed, covered with a thin, tattered blanket, the fabric frayed and worn. On the far wall, a small, broken window secured with iron bars allows a sharp, cold ray of natural light to penetrate the darkness. A compact metal sink and toilet fixture is bolted directly to the adjacent wall, its stainless steel finish dull and stained. A single bare lightbulb hung from the center of the ceiling on a frayed cord, flickering erratically and casting a sickly yellow glow that made long, twisted shadows of every object twist and dance in the confined space.", + "seed": 32463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000277/group_9/index_2441_seed_32463_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04725828915834427, + "vlm_logprob": -0.04725828915834427, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.04725828915834427, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1053481176495552 + ], + "opposite_logprob_tokens": [ + -2.3553481101989746 + ], + "logprob_reward": -0.1053481176495552, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1053481176495552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15584084391593933, + 0.20294953882694244, + 0.07045019418001175, + 0.048655714839696884, + 0.08990031480789185, + 0.09699080884456635, + 0.09075627475976944, + 0.03512518107891083, + 0.14890223741531372, + 0.060428865253925323 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.1053481176495552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362914592027664 + ], + "opposite_logprob_tokens": [ + -3.651362895965576 + ], + "logprob_reward": -0.026362914592027664, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362914592027664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36370307207107544, + 0.1415974199771881, + 0.04839802533388138, + 0.04695051535964012, + 0.05222264304757118, + 0.04387383908033371, + 0.13134245574474335, + 0.10513175278902054, + 0.027879642322659492, + 0.03890063241124153 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.026362914592027664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288656026124954 + ], + "opposite_logprob_tokens": [ + -3.7732887268066406 + ], + "logprob_reward": -0.023288656026124954, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288656026124954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12515734136104584, + 0.1018846407532692, + 0.1399633288383484, + 0.17652978003025055, + 0.06428182870149612, + 0.07370166480541229, + 0.0840010717511177, + 0.17021922767162323, + 0.03283107653260231, + 0.03143002465367317 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.023288656026124954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026336558163166046 + ], + "opposite_logprob_tokens": [ + -3.651336669921875 + ], + "logprob_reward": -0.026336558163166046, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026336558163166046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2352638840675354, + 0.161360964179039, + 0.06054201349616051, + 0.05929787829518318, + 0.08010134845972061, + 0.04258449748158455, + 0.07847384363412857, + 0.17707377672195435, + 0.025735730305314064, + 0.07956613600254059 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026336558163166046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a slow, deliberate pan from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dimly lit cell with cold, gray stone walls and an uneven slate floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy metal door with deep rust and flaking dark paint visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a narrow steel-framed bed with a thin, tattered blanket visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single bare lightbulb on a frayed cord flickering and casting sickly yellow light visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495519936084747 + ], + "opposite_logprob_tokens": [ + -2.929955244064331 + ], + "logprob_reward": -0.05495519936084747, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495519936084747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12470455467700958, + 0.15460041165351868, + 0.09423349052667618, + 0.05353684723377228, + 0.2632434070110321, + 0.0417572483420372, + 0.032619379460811615, + 0.09272566437721252, + 0.09281303733587265, + 0.04976595193147659 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.05495519936084747 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_0/index_tensor([1173, 1173])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_0/index_tensor([1173, 1173])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..429d1676fb083b74f09e11a0c413cb95971ea888 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_0/index_tensor([1173, 1173])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic, high-angle, wide-angle shot unfolds at the edge of a silent, rugged cliff, overlooking a vast, layered valley shrouded in a thick, roiling sea of ethereal fog. The camera then begins a smooth, graceful descent, a downward crane motion, gliding over the gnarled, twisted branches of ancient, windswept pines and the rough, damp surfaces of moss-covered granite, their vibrant green veins brimming with moisture. As the camera approaches the ground, its movement slows to a near stop, and a deliberate, seamless rack focus shifts clarity from the hazy landscape in the distance to the immediate foreground. The final frame is an extreme close-up, a macro view revealing a cluster of tiny, vibrant blue alpine flowers, their delicate petals sharply focused. Clinging to the edges of these petals are perfectly spherical, crystal-clear dewdrops, each acting like a miniature fisheye lens, capturing and reflecting a breathtaking, distorted panorama of the pale pink and soft orange hues of the dawn sky, creating a profound atmosphere of tranquility and the serene beauty of a peaceful natural awakening.", + "seed": 28053, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_0/index_1173_seed_28053_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02124612918123603, + "vlm_logprob": -0.02124612918123603, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02124612918123603, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009359057061374187 + ], + "opposite_logprob_tokens": [ + -4.759358882904053 + ], + "logprob_reward": -0.009359057061374187, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009359057061374187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1853024959564209, + 0.026574257761240005, + 0.04725094139575958, + 0.12858746945858002, + 0.10350379347801208, + 0.12760578095912933, + 0.06708215922117233, + 0.1342715471982956, + 0.13805577158927917, + 0.04176577553153038 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.009359057061374187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807968512177467 + ], + "opposite_logprob_tokens": [ + -4.63480806350708 + ], + "logprob_reward": -0.009807968512177467, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807968512177467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13838651776313782, + 0.02277154102921486, + 0.06975042819976807, + 0.04962299391627312, + 0.10375499725341797, + 0.10436302423477173, + 0.11129283159971237, + 0.1639804244041443, + 0.18419334292411804, + 0.051883939653635025 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.009807968512177467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086649261415005 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086649261415005, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086649261415005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07002001255750656, + 0.031251199543476105, + 0.04155869781970978, + 0.09844136983156204, + 0.07393335551023483, + 0.08840270340442657, + 0.08282678574323654, + 0.16705724596977234, + 0.3018551468849182, + 0.0446535162627697 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.011086649261415005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952488165348768 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952488165348768, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952488165348768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0476810559630394, + 0.027142591774463654, + 0.1268446445465088, + 0.020570604130625725, + 0.026555882766842842, + 0.019168373197317123, + 0.04590989276766777, + 0.23819184303283691, + 0.298343688249588, + 0.14959141612052917 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.005952488165348768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002448290586472 + ], + "opposite_logprob_tokens": [ + -2.6950244903564453 + ], + "logprob_reward": -0.07002448290586472, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002448290586472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15004479885101318, + 0.07289211452007294, + 0.3635958731174469, + 0.025462109595537186, + 0.02162175439298153, + 0.04116979241371155, + 0.07866976410150528, + 0.07220666855573654, + 0.08680561184883118, + 0.08753147721290588 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.07002448290586472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic, high-angle, wide-angle shot unfolds at the edge of a silent, rugged cliff, overlooking a vast, layered valley shrouded in a thick, roiling sea of ethereal fog. The camera then begins a smooth, graceful descent, a downward crane motion, gliding over the gnarled, twisted branches of ancient, windswept pines and the rough, damp surfaces of moss-covered granite, their vibrant green veins brimming with moisture. As the camera approaches the ground, its movement slows to a near stop, and a deliberate, seamless rack focus shifts clarity from the hazy landscape in the distance to the immediate foreground. The final frame is an extreme close-up, a macro view revealing a cluster of tiny, vibrant blue alpine flowers, their delicate petals sharply focused. Clinging to the edges of these petals are perfectly spherical, crystal-clear dewdrops, each acting like a miniature fisheye lens, capturing and reflecting a breathtaking, distorted panorama of the pale pink and soft orange hues of the dawn sky, creating a profound atmosphere of tranquility and the serene beauty of a peaceful natural awakening.", + "seed": 28054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_0/index_1173_seed_28054_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014375388715416193, + "vlm_logprob": -0.014375388715416193, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.014375388715416193, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004050029441714287 + ], + "opposite_logprob_tokens": [ + -5.629050254821777 + ], + "logprob_reward": -0.004050029441714287, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004050029441714287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2675372064113617, + 0.05608820915222168, + 0.13019807636737823, + 0.05924006178975105, + 0.09441982954740524, + 0.14983776211738586, + 0.06897521764039993, + 0.08397022634744644, + 0.034958112984895706, + 0.05477532371878624 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.004050029441714287 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267194472253323 + ], + "opposite_logprob_tokens": [ + -5.255267143249512 + ], + "logprob_reward": -0.005267194472253323, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267194472253323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14963874220848083, + 0.06175309792160988, + 0.06827519088983536, + 0.10693201422691345, + 0.05520910769701004, + 0.0792318657040596, + 0.11425239592790604, + 0.0785873606801033, + 0.09365063160657883, + 0.19246956706047058 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.005267194472253323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081933043897152 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081933043897152, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081933043897152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04396435245871544, + 0.02683384343981743, + 0.04106547683477402, + 0.047814030200242996, + 0.10793100297451019, + 0.35359257459640503, + 0.20571331679821014, + 0.05515517294406891, + 0.06885450333356857, + 0.049075737595558167 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.011081933043897152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819374669343233 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819374669343233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819374669343233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14820709824562073, + 0.056153591722249985, + 0.0462217703461647, + 0.04314180463552475, + 0.05630553886294365, + 0.05483982339501381, + 0.11231690645217896, + 0.14319008588790894, + 0.1885727345943451, + 0.15105058252811432 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.002819374669343233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865841194987297 + ], + "opposite_logprob_tokens": [ + -3.0486583709716797 + ], + "logprob_reward": -0.04865841194987297, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865841194987297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3382107615470886, + 0.01730717159807682, + 0.09794864803552628, + 0.01778022013604641, + 0.027484828606247902, + 0.06029149889945984, + 0.0752970278263092, + 0.09548746794462204, + 0.13623753190040588, + 0.13395491242408752 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.04865841194987297 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic, high-angle, wide-angle shot unfolds at the edge of a silent, rugged cliff, overlooking a vast, layered valley shrouded in a thick, roiling sea of ethereal fog. The camera then begins a smooth, graceful descent, a downward crane motion, gliding over the gnarled, twisted branches of ancient, windswept pines and the rough, damp surfaces of moss-covered granite, their vibrant green veins brimming with moisture. As the camera approaches the ground, its movement slows to a near stop, and a deliberate, seamless rack focus shifts clarity from the hazy landscape in the distance to the immediate foreground. The final frame is an extreme close-up, a macro view revealing a cluster of tiny, vibrant blue alpine flowers, their delicate petals sharply focused. Clinging to the edges of these petals are perfectly spherical, crystal-clear dewdrops, each acting like a miniature fisheye lens, capturing and reflecting a breathtaking, distorted panorama of the pale pink and soft orange hues of the dawn sky, creating a profound atmosphere of tranquility and the serene beauty of a peaceful natural awakening.", + "seed": 28055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_0/index_1173_seed_28055_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01228514916729182, + "vlm_logprob": -0.01228514916729182, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.01228514916729182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005199955776333809 + ], + "opposite_logprob_tokens": [ + -5.380199909210205 + ], + "logprob_reward": -0.005199955776333809, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005199955776333809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10372743755578995, + 0.050316303968429565, + 0.042823366820812225, + 0.0925101712346077, + 0.09524331986904144, + 0.21527869999408722, + 0.04078258201479912, + 0.058775439858436584, + 0.26561057567596436, + 0.03493209183216095 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.005199955776333809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003633565502241254 + ], + "opposite_logprob_tokens": [ + -5.628633499145508 + ], + "logprob_reward": -0.003633565502241254, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003633565502241254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04979889467358589, + 0.042501188814640045, + 0.040105029940605164, + 0.03689295053482056, + 0.0604473315179348, + 0.19997122883796692, + 0.06037868931889534, + 0.08796635270118713, + 0.32584646344184875, + 0.09609181433916092 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.003633565502241254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546772137284279 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546772137284279, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546772137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03745529428124428, + 0.04717164859175682, + 0.03612334281206131, + 0.14261887967586517, + 0.03419894352555275, + 0.0342659167945385, + 0.047755125910043716, + 0.1164732500910759, + 0.44699954986572266, + 0.05693807825446129 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.012546772137284279 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019424158381298184 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019424158381298184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019424158381298184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05041125416755676, + 0.04487176239490509, + 0.02279701456427574, + 0.03819440305233002, + 0.024866577237844467, + 0.07892309129238129, + 0.0411040335893631, + 0.12260511517524719, + 0.49378007650375366, + 0.0824466198682785 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0019424158381298184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810303658246994 + ], + "opposite_logprob_tokens": [ + -3.2881031036376953 + ], + "logprob_reward": -0.03810303658246994, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810303658246994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043113093823194504, + 0.10408206284046173, + 0.02427663840353489, + 0.04185370355844498, + 0.06175073981285095, + 0.0711844265460968, + 0.026095235720276833, + 0.044076621532440186, + 0.5533768534660339, + 0.030190598219633102 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.03810303658246994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic, high-angle, wide-angle shot unfolds at the edge of a silent, rugged cliff, overlooking a vast, layered valley shrouded in a thick, roiling sea of ethereal fog. The camera then begins a smooth, graceful descent, a downward crane motion, gliding over the gnarled, twisted branches of ancient, windswept pines and the rough, damp surfaces of moss-covered granite, their vibrant green veins brimming with moisture. As the camera approaches the ground, its movement slows to a near stop, and a deliberate, seamless rack focus shifts clarity from the hazy landscape in the distance to the immediate foreground. The final frame is an extreme close-up, a macro view revealing a cluster of tiny, vibrant blue alpine flowers, their delicate petals sharply focused. Clinging to the edges of these petals are perfectly spherical, crystal-clear dewdrops, each acting like a miniature fisheye lens, capturing and reflecting a breathtaking, distorted panorama of the pale pink and soft orange hues of the dawn sky, creating a profound atmosphere of tranquility and the serene beauty of a peaceful natural awakening.", + "seed": 28056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_0/index_1173_seed_28056_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021009885240346193, + "vlm_logprob": -0.021009885240346193, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.021009885240346193, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004176347516477108 + ], + "opposite_logprob_tokens": [ + -5.629176139831543 + ], + "logprob_reward": -0.004176347516477108, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004176347516477108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11742935329675674, + 0.041548024863004684, + 0.02921140566468239, + 0.13838844001293182, + 0.02149542234838009, + 0.07019428163766861, + 0.21826252341270447, + 0.026520242914557457, + 0.30082589387893677, + 0.036124393343925476 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.004176347516477108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00527063338086009 + ], + "opposite_logprob_tokens": [ + -5.255270481109619 + ], + "logprob_reward": -0.00527063338086009, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00527063338086009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07419347018003464, + 0.07930617779493332, + 0.04901457577943802, + 0.026182876899838448, + 0.025030050426721573, + 0.04401358589529991, + 0.09953057765960693, + 0.06378858536481857, + 0.47423404455184937, + 0.06470608711242676 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.00527063338086009 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353394612669945 + ], + "opposite_logprob_tokens": [ + -3.651353359222412 + ], + "logprob_reward": -0.026353394612669945, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353394612669945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039885763078927994, + 0.03220374137163162, + 0.025848085060715675, + 0.025779619812965393, + 0.02373034507036209, + 0.14460624754428864, + 0.15974213182926178, + 0.04577487334609032, + 0.46950992941856384, + 0.032919276505708694 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.026353394612669945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583825185894966 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583825185894966, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583825185894966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020055755972862244, + 0.003908089362084866, + 0.003378188470378518, + 0.00800368469208479, + 0.004427491221576929, + 0.041991449892520905, + 0.14634807407855988, + 0.024777941405773163, + 0.7187744379043579, + 0.028334852308034897 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.020583825185894966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot overlooking a rugged cliff and a valley shrouded in thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth downward crane motion gliding over ancient pines and moss-covered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video include a rack focus that shifts clarity from the distant hazy landscape to the immediate foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the final frame show an extreme close-up of tiny blue alpine flowers with spherical dewdrops on their petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops reflect a distorted panorama of pale pink and soft orange dawn sky hues?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866522550582886 + ], + "opposite_logprob_tokens": [ + -3.0486652851104736 + ], + "logprob_reward": -0.04866522550582886, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866522550582886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12862326204776764, + 0.008413173258304596, + 0.009676038287580013, + 0.04715987667441368, + 0.007880699820816517, + 0.03527515381574631, + 0.21811875700950623, + 0.01920957677066326, + 0.5055971145629883, + 0.02004634030163288 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.04866522550582886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_1/index_tensor([1962, 1962])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_1/index_tensor([1962, 1962])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eeb3751c5748d68322aa02fee505705dd14edff1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_1/index_tensor([1962, 1962])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle close-up tilts upward, dynamically following the action as a miniature rocket launches vertically from the warm, slightly worn wooden surface of a cluttered bedroom table. With its sleek white body, red fins, and polished metal nose cone, the rocket lifts off quickly and decisively, leaving a small, fresh scorch mark on the texture. A bright, violent burst of orange and yellow sparks erupts from its base, accompanied by a plume of white smoke that rapidly engulfs the launch pad. The desk is a chaotic landscape of creative activity: an open textbook filled with complex physics diagrams, a ceramic mug, scattered graphite pencils, and the soft, focused glow of a desk lamp, its warm light temporarily overwhelmed by the intense, flickering glare of the rocket's propulsion. A soft-focus blur of posters on the wall in the background creates an atmosphere of excitement and chaos, a contained, spectacular experiment.", + "seed": 20312, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_1/index_1962_seed_20312_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03486520654987544, + "vlm_logprob": -0.03486520654987544, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03486520654987544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0897088274359703 + ], + "opposite_logprob_tokens": [ + -2.7147088050842285 + ], + "logprob_reward": -0.0897088274359703, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0897088274359703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21948349475860596, + 0.05631960555911064, + 0.18264956772327423, + 0.09202933311462402, + 0.060768771916627884, + 0.07324454188346863, + 0.043793052434921265, + 0.07748306542634964, + 0.0791066586971283, + 0.11512196063995361 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0897088274359703 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086667776107788 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086667776107788, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086667776107788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5105182528495789, + 0.14739885926246643, + 0.04608043283224106, + 0.04778220131993294, + 0.026215141639113426, + 0.011552488431334496, + 0.023206910118460655, + 0.026735801249742508, + 0.019100680947303772, + 0.141409233212471 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.016086667776107788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539708986878395 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539708986878395, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539708986878395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11823271214962006, + 0.07307391613721848, + 0.04666830226778984, + 0.19166328012943268, + 0.04930131882429123, + 0.04820268228650093, + 0.027348266914486885, + 0.03204866498708725, + 0.06771042943000793, + 0.3457503914833069 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.012539708986878395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010442048078402877 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010442048078402877, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010442048078402877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11894799023866653, + 0.03882358968257904, + 0.07300768792629242, + 0.09809669107198715, + 0.07018990069627762, + 0.05709000676870346, + 0.04164065420627594, + 0.08381346613168716, + 0.03282945603132248, + 0.3855605125427246 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0010442048078402877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946623742580414 + ], + "opposite_logprob_tokens": [ + -2.9299466609954834 + ], + "logprob_reward": -0.054946623742580414, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946623742580414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25956350564956665, + 0.07795030623674393, + 0.06796600669622421, + 0.16768544912338257, + 0.07073624432086945, + 0.07661063224077225, + 0.04236290603876114, + 0.09006816893815994, + 0.03287143632769585, + 0.11418531835079193 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.054946623742580414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up tilts upward, dynamically following the action as a miniature rocket launches vertically from the warm, slightly worn wooden surface of a cluttered bedroom table. With its sleek white body, red fins, and polished metal nose cone, the rocket lifts off quickly and decisively, leaving a small, fresh scorch mark on the texture. A bright, violent burst of orange and yellow sparks erupts from its base, accompanied by a plume of white smoke that rapidly engulfs the launch pad. The desk is a chaotic landscape of creative activity: an open textbook filled with complex physics diagrams, a ceramic mug, scattered graphite pencils, and the soft, focused glow of a desk lamp, its warm light temporarily overwhelmed by the intense, flickering glare of the rocket's propulsion. A soft-focus blur of posters on the wall in the background creates an atmosphere of excitement and chaos, a contained, spectacular experiment.", + "seed": 20313, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_1/index_1962_seed_20313_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.045313593838363884, + "vlm_logprob": -0.045313593838363884, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.045313593838363884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1109405905008316 + ], + "opposite_logprob_tokens": [ + -2.61094069480896 + ], + "logprob_reward": -0.1109405905008316, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.1109405905008316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.181601881980896, + 0.11556629091501236, + 0.07379790395498276, + 0.12485846877098083, + 0.1635431945323944, + 0.08574987202882767, + 0.1305278241634369, + 0.03245153650641441, + 0.040349267423152924, + 0.05155373364686966 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.1109405905008316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486777164041996 + ], + "opposite_logprob_tokens": [ + -3.048677682876587 + ], + "logprob_reward": -0.0486777164041996, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486777164041996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18436922132968903, + 0.26557624340057373, + 0.10928013175725937, + 0.05737569183111191, + 0.06270325183868408, + 0.09781196713447571, + 0.07331583648920059, + 0.056893497705459595, + 0.03888197988271713, + 0.05379213020205498 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0486777164041996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30451700091362, + 0.1946917176246643, + 0.055329471826553345, + 0.038993917405605316, + 0.061732787638902664, + 0.09138349443674088, + 0.0741177424788475, + 0.0674862489104271, + 0.04990742355585098, + 0.06184021383523941 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.011075330898165703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000922969076782465 + ], + "opposite_logprob_tokens": [ + -7.000923156738281 + ], + "logprob_reward": -0.000922969076782465, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000922969076782465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14402569830417633, + 0.1022837832570076, + 0.06011933833360672, + 0.029626280069351196, + 0.10342689603567123, + 0.14500629901885986, + 0.07607384771108627, + 0.08890251815319061, + 0.10458269715309143, + 0.14595264196395874 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.000922969076782465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495136231184006 + ], + "opposite_logprob_tokens": [ + -2.9299514293670654 + ], + "logprob_reward": -0.05495136231184006, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495136231184006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34756365418434143, + 0.12416445463895798, + 0.05635563284158707, + 0.047861624509096146, + 0.13703973591327667, + 0.07214212417602539, + 0.04751754552125931, + 0.05812721326947212, + 0.055713336914777756, + 0.05351465567946434 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05495136231184006 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up tilts upward, dynamically following the action as a miniature rocket launches vertically from the warm, slightly worn wooden surface of a cluttered bedroom table. With its sleek white body, red fins, and polished metal nose cone, the rocket lifts off quickly and decisively, leaving a small, fresh scorch mark on the texture. A bright, violent burst of orange and yellow sparks erupts from its base, accompanied by a plume of white smoke that rapidly engulfs the launch pad. The desk is a chaotic landscape of creative activity: an open textbook filled with complex physics diagrams, a ceramic mug, scattered graphite pencils, and the soft, focused glow of a desk lamp, its warm light temporarily overwhelmed by the intense, flickering glare of the rocket's propulsion. A soft-focus blur of posters on the wall in the background creates an atmosphere of excitement and chaos, a contained, spectacular experiment.", + "seed": 20314, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_1/index_1962_seed_20314_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.047708453855011615, + "vlm_logprob": -0.047708453855011615, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.047708453855011615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10114707052707672 + ], + "opposite_logprob_tokens": [ + -2.601147174835205 + ], + "logprob_reward": -0.10114707052707672, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.10114707052707672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38557061553001404, + 0.05905432999134064, + 0.0697624459862709, + 0.10175485908985138, + 0.043419644236564636, + 0.01802932284772396, + 0.015071786940097809, + 0.09042547643184662, + 0.1759674996137619, + 0.04094403609633446 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.10114707052707672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208379939198494 + ], + "opposite_logprob_tokens": [ + -2.8120837211608887 + ], + "logprob_reward": -0.06208379939198494, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208379939198494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18523883819580078, + 0.08079741895198822, + 0.2322675585746765, + 0.12046370655298233, + 0.08873001486063004, + 0.04594080150127411, + 0.06061806157231331, + 0.023218700662255287, + 0.07779683917760849, + 0.08492803573608398 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.06208379939198494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544771656394005 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544771656394005, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544771656394005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3075222074985504, + 0.11466258764266968, + 0.12739256024360657, + 0.054755546152591705, + 0.05688614770770073, + 0.098045714199543, + 0.07146439701318741, + 0.05273525416851044, + 0.04682008549571037, + 0.06971549987792969 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.012544771656394005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007203606073744595 + ], + "opposite_logprob_tokens": [ + -7.250720500946045 + ], + "logprob_reward": -0.0007203606073744595, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007203606073744595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17611123621463776, + 0.10698462277650833, + 0.11996173858642578, + 0.0883898064494133, + 0.09000729024410248, + 0.10692615061998367, + 0.037082426249980927, + 0.08315686881542206, + 0.09485350549221039, + 0.0965263620018959 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0007203606073744595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062046267092227936 + ], + "opposite_logprob_tokens": [ + -2.8120462894439697 + ], + "logprob_reward": -0.062046267092227936, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062046267092227936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24523384869098663, + 0.1304841786623001, + 0.16080059111118317, + 0.07069369405508041, + 0.04916120693087578, + 0.023954585194587708, + 0.05847156420350075, + 0.04209241271018982, + 0.1240309551358223, + 0.09507691115140915 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.062046267092227936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up tilts upward, dynamically following the action as a miniature rocket launches vertically from the warm, slightly worn wooden surface of a cluttered bedroom table. With its sleek white body, red fins, and polished metal nose cone, the rocket lifts off quickly and decisively, leaving a small, fresh scorch mark on the texture. A bright, violent burst of orange and yellow sparks erupts from its base, accompanied by a plume of white smoke that rapidly engulfs the launch pad. The desk is a chaotic landscape of creative activity: an open textbook filled with complex physics diagrams, a ceramic mug, scattered graphite pencils, and the soft, focused glow of a desk lamp, its warm light temporarily overwhelmed by the intense, flickering glare of the rocket's propulsion. A soft-focus blur of posters on the wall in the background creates an atmosphere of excitement and chaos, a contained, spectacular experiment.", + "seed": 20315, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_1/index_1962_seed_20315_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021392699307762088, + "vlm_logprob": -0.021392699307762088, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.021392699307762088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056927185505628586 + ], + "opposite_logprob_tokens": [ + -3.18192720413208 + ], + "logprob_reward": -0.056927185505628586, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.056927185505628586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14444273710250854, + 0.08337649703025818, + 0.13493122160434723, + 0.08217651396989822, + 0.05547995865345001, + 0.08977487683296204, + 0.025711724534630775, + 0.015243054367601871, + 0.04025818035006523, + 0.3286052346229553 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.056927185505628586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052758511155843735 + ], + "opposite_logprob_tokens": [ + -5.255275726318359 + ], + "logprob_reward": -0.0052758511155843735, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052758511155843735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1286480575799942, + 0.20762117207050323, + 0.11482550948858261, + 0.14641746878623962, + 0.0829758271574974, + 0.08634017407894135, + 0.07358331233263016, + 0.053956516087055206, + 0.019889598712325096, + 0.08574233204126358 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0052758511155843735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948815029114485 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005948815029114485, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948815029114485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13035273551940918, + 0.14865103363990784, + 0.2729088068008423, + 0.09691451489925385, + 0.06302269548177719, + 0.08308179676532745, + 0.05622641369700432, + 0.06596585363149643, + 0.010226947255432606, + 0.07264918088912964 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.005948815029114485 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007190502947196364 + ], + "opposite_logprob_tokens": [ + -7.25071907043457 + ], + "logprob_reward": -0.0007190502947196364, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007190502947196364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2515382766723633, + 0.13928340375423431, + 0.10538119077682495, + 0.10746156424283981, + 0.07200921326875687, + 0.06911724805831909, + 0.08324241638183594, + 0.07213720679283142, + 0.02150755561888218, + 0.07832195609807968 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0007190502947196364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a miniature rocket with a white body, red fins, and a polished metal nose cone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the rocket launch vertically from a cluttered wooden bedroom table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a bright burst of orange and yellow sparks with a plume of white smoke at the rocket's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are specific desk items visible, including an open textbook with physics diagrams, a ceramic mug, scattered pencils, and a desk lamp?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809259459376335 + ], + "opposite_logprob_tokens": [ + -3.288092613220215 + ], + "logprob_reward": -0.03809259459376335, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809259459376335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2052319049835205, + 0.21011945605278015, + 0.08603218197822571, + 0.12252215296030045, + 0.11682091653347015, + 0.07935485988855362, + 0.06115478649735451, + 0.053707852959632874, + 0.015471394173800945, + 0.04958450049161911 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.03809259459376335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_10/index_tensor([9583, 9583])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_10/index_tensor([9583, 9583])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..66c312ed5a7cb2cf50c37855255bf74057c288b9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_10/index_tensor([9583, 9583])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, captured from a slightly low angle with the delicate, organic steadiness of a handheld camera, focuses on a majestic warrior standing resolutely in a rain-slicked alley. His famously long, black beard, thick and streaked with gray, is intricately woven with small, tarnished metal buckles. He wears a magnificent suit of forest-green plate armor, covered in intricate swirling carvings that catch the light. A harsh overhead light casts stark highlights on his polished, wet-metal shoulder pads and neck, while casting the rest of his body and the surroundings in deep, inky shadows. His broad chest, encased in a powerful breastplate, rises and falls with slow, deliberate breaths, powerful and controlled. With each exhale, a thick white mist blooms from the cold, damp air before him, illuminating briefly before fading into darkness. The ground beneath his feet is a treacherous surface of dark, uneven cobblestones, with deep puddles reflecting distorted, fractured images of the cold, white light from above. The alley’s walls, made of dark, weeping brick, close in on him, creating a claustrophobic yet reverent space. The atmosphere is charged with tension and anticipation, a quiet moment of immense power, captured in a cool, high-contrast palette of deep greens, wet blacks, and harsh, eerie light.", + "seed": 28869, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_10/index_9583_seed_28869_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11992845381610096, + "vlm_logprob": -0.11992845381610096, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.11992845381610096, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3502192795276642 + ], + "opposite_logprob_tokens": [ + -1.2252192497253418 + ], + "logprob_reward": -0.3502192795276642, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3502192795276642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27666395902633667, + 0.10390352457761765, + 0.02590354159474373, + 0.04062259942293167, + 0.014874515123665333, + 0.026147255674004555, + 0.030621998012065887, + 0.020115844905376434, + 0.4229596257209778, + 0.0381871722638607 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.3502192795276642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12712353467941284 + ], + "opposite_logprob_tokens": [ + -2.1271235942840576 + ], + "logprob_reward": -0.12712353467941284, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12712353467941284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26457807421684265, + 0.11548531800508499, + 0.06379395723342896, + 0.12452328950166702, + 0.022658120840787888, + 0.030506692826747894, + 0.04520028457045555, + 0.04629580304026604, + 0.21396593749523163, + 0.07299254089593887 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.12712353467941284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700349360704422 + ], + "opposite_logprob_tokens": [ + -2.695034980773926 + ], + "logprob_reward": -0.0700349360704422, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700349360704422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16098013520240784, + 0.10853094607591629, + 0.10073214769363403, + 0.18577760457992554, + 0.14350971579551697, + 0.04511402174830437, + 0.06430034339427948, + 0.037337642163038254, + 0.058594655245542526, + 0.09512276947498322 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0700349360704422 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036159863229840994 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.0036159863229840994, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036159863229840994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13398334383964539, + 0.1385246217250824, + 0.04556666687130928, + 0.05627751350402832, + 0.07853572815656662, + 0.1797906756401062, + 0.1547762155532837, + 0.024631869047880173, + 0.10746357589960098, + 0.08044981956481934 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.0036159863229840994 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864853248000145 + ], + "opposite_logprob_tokens": [ + -3.0486485958099365 + ], + "logprob_reward": -0.04864853248000145, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864853248000145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06336138397455215, + 0.10679290443658829, + 0.23894663155078888, + 0.07626461237668991, + 0.0312437005341053, + 0.08603918552398682, + 0.0352216511964798, + 0.04056932032108307, + 0.2480090707540512, + 0.07355152815580368 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.04864853248000145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly low angle with the delicate, organic steadiness of a handheld camera, focuses on a majestic warrior standing resolutely in a rain-slicked alley. His famously long, black beard, thick and streaked with gray, is intricately woven with small, tarnished metal buckles. He wears a magnificent suit of forest-green plate armor, covered in intricate swirling carvings that catch the light. A harsh overhead light casts stark highlights on his polished, wet-metal shoulder pads and neck, while casting the rest of his body and the surroundings in deep, inky shadows. His broad chest, encased in a powerful breastplate, rises and falls with slow, deliberate breaths, powerful and controlled. With each exhale, a thick white mist blooms from the cold, damp air before him, illuminating briefly before fading into darkness. The ground beneath his feet is a treacherous surface of dark, uneven cobblestones, with deep puddles reflecting distorted, fractured images of the cold, white light from above. The alley’s walls, made of dark, weeping brick, close in on him, creating a claustrophobic yet reverent space. The atmosphere is charged with tension and anticipation, a quiet moment of immense power, captured in a cool, high-contrast palette of deep greens, wet blacks, and harsh, eerie light.", + "seed": 28870, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_10/index_9583_seed_28870_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04988422766327858, + "vlm_logprob": -0.04988422766327858, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04988422766327858, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07147512584924698 + ], + "opposite_logprob_tokens": [ + -2.696475028991699 + ], + "logprob_reward": -0.07147512584924698, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07147512584924698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21322882175445557, + 0.0571373775601387, + 0.09632571786642075, + 0.07578137516975403, + 0.19383935630321503, + 0.06301038712263107, + 0.06684786826372147, + 0.04372534528374672, + 0.11837152391672134, + 0.07173227518796921 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.07147512584924698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004115730524063 + ], + "opposite_logprob_tokens": [ + -2.6950411796569824 + ], + "logprob_reward": -0.07004115730524063, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004115730524063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2740262448787689, + 0.07780628651380539, + 0.09871014207601547, + 0.02280261181294918, + 0.15069961547851562, + 0.13891959190368652, + 0.0375019907951355, + 0.05819395184516907, + 0.05898299813270569, + 0.08235657960176468 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07004115730524063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606672629714012 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606672629714012, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606672629714012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3008401393890381, + 0.07591991126537323, + 0.04715553671121597, + 0.0366135872900486, + 0.13302838802337646, + 0.10238073021173477, + 0.08566780388355255, + 0.07791391015052795, + 0.05934754014015198, + 0.0811324194073677 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.01606672629714012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028168782591819763 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028168782591819763, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028168782591819763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19141249358654022, + 0.12280187010765076, + 0.17159591615200043, + 0.07393805682659149, + 0.1085619255900383, + 0.05643501877784729, + 0.024367021396756172, + 0.04806726053357124, + 0.1256096065044403, + 0.07721086591482162 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0028168782591819763 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902125060558319 + ], + "opposite_logprob_tokens": [ + -2.4640212059020996 + ], + "logprob_reward": -0.08902125060558319, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902125060558319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21481935679912567, + 0.10616279393434525, + 0.09162378311157227, + 0.07362984865903854, + 0.059160999953746796, + 0.27227306365966797, + 0.04280858114361763, + 0.05917403846979141, + 0.0477011613547802, + 0.03264633193612099 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.08902125060558319 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly low angle with the delicate, organic steadiness of a handheld camera, focuses on a majestic warrior standing resolutely in a rain-slicked alley. His famously long, black beard, thick and streaked with gray, is intricately woven with small, tarnished metal buckles. He wears a magnificent suit of forest-green plate armor, covered in intricate swirling carvings that catch the light. A harsh overhead light casts stark highlights on his polished, wet-metal shoulder pads and neck, while casting the rest of his body and the surroundings in deep, inky shadows. His broad chest, encased in a powerful breastplate, rises and falls with slow, deliberate breaths, powerful and controlled. With each exhale, a thick white mist blooms from the cold, damp air before him, illuminating briefly before fading into darkness. The ground beneath his feet is a treacherous surface of dark, uneven cobblestones, with deep puddles reflecting distorted, fractured images of the cold, white light from above. The alley’s walls, made of dark, weeping brick, close in on him, creating a claustrophobic yet reverent space. The atmosphere is charged with tension and anticipation, a quiet moment of immense power, captured in a cool, high-contrast palette of deep greens, wet blacks, and harsh, eerie light.", + "seed": 28871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_10/index_9583_seed_28871_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0343144080368802, + "vlm_logprob": -0.0343144080368802, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.0343144080368802, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017402922734618187 + ], + "opposite_logprob_tokens": [ + -4.1424031257629395 + ], + "logprob_reward": -0.017402922734618187, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017402922734618187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21929243206977844, + 0.0853942483663559, + 0.06239291653037071, + 0.10226070135831833, + 0.08395476639270782, + 0.03565698489546776, + 0.15726085007190704, + 0.12140750885009766, + 0.06284360587596893, + 0.06953605264425278 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.017402922734618187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205926463007927 + ], + "opposite_logprob_tokens": [ + -2.812059164047241 + ], + "logprob_reward": -0.06205926463007927, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205926463007927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2566191256046295, + 0.10229316353797913, + 0.06554798036813736, + 0.0615677610039711, + 0.09643200039863586, + 0.044643666595220566, + 0.17576150596141815, + 0.050637006759643555, + 0.05867714807391167, + 0.08782068639993668 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.06205926463007927 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002037018537521 + ], + "opposite_logprob_tokens": [ + -2.6950204372406006 + ], + "logprob_reward": -0.07002037018537521, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002037018537521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2363671362400055, + 0.03882676735520363, + 0.14022108912467957, + 0.08733347803354263, + 0.21971140801906586, + 0.03558776155114174, + 0.09118132293224335, + 0.09194836765527725, + 0.021496012806892395, + 0.03732668608427048 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.07002037018537521 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015111466636881232 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015111466636881232, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015111466636881232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24387404322624207, + 0.16464932262897491, + 0.145634725689888, + 0.029217632487416267, + 0.0574694387614727, + 0.027365924790501595, + 0.1184370368719101, + 0.09613363444805145, + 0.03974072262644768, + 0.07747755944728851 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0015111466636881232 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578335970640182 + ], + "opposite_logprob_tokens": [ + -3.895578384399414 + ], + "logprob_reward": -0.020578335970640182, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578335970640182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.085032619535923, + 0.04468291997909546, + 0.0550101101398468, + 0.05825022980570793, + 0.04548673704266548, + 0.028918970376253128, + 0.08530978858470917, + 0.12126273661851883, + 0.0757203996181488, + 0.4003254771232605 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.020578335970640182 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly low angle with the delicate, organic steadiness of a handheld camera, focuses on a majestic warrior standing resolutely in a rain-slicked alley. His famously long, black beard, thick and streaked with gray, is intricately woven with small, tarnished metal buckles. He wears a magnificent suit of forest-green plate armor, covered in intricate swirling carvings that catch the light. A harsh overhead light casts stark highlights on his polished, wet-metal shoulder pads and neck, while casting the rest of his body and the surroundings in deep, inky shadows. His broad chest, encased in a powerful breastplate, rises and falls with slow, deliberate breaths, powerful and controlled. With each exhale, a thick white mist blooms from the cold, damp air before him, illuminating briefly before fading into darkness. The ground beneath his feet is a treacherous surface of dark, uneven cobblestones, with deep puddles reflecting distorted, fractured images of the cold, white light from above. The alley’s walls, made of dark, weeping brick, close in on him, creating a claustrophobic yet reverent space. The atmosphere is charged with tension and anticipation, a quiet moment of immense power, captured in a cool, high-contrast palette of deep greens, wet blacks, and harsh, eerie light.", + "seed": 28872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_10/index_9583_seed_28872_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04912203312851489, + "vlm_logprob": -0.04912203312851489, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.04912203312851489, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02108083665370941 + ], + "opposite_logprob_tokens": [ + -3.896080732345581 + ], + "logprob_reward": -0.02108083665370941, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02108083665370941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1756635308265686, + 0.10678727179765701, + 0.15288859605789185, + 0.04714303836226463, + 0.0744866281747818, + 0.14016620814800262, + 0.052515506744384766, + 0.07547158002853394, + 0.07659795135259628, + 0.09827969968318939 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.02108083665370941 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062061503529548645 + ], + "opposite_logprob_tokens": [ + -2.8120615482330322 + ], + "logprob_reward": -0.062061503529548645, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062061503529548645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19620276987552643, + 0.040566276758909225, + 0.10543401539325714, + 0.11473308503627777, + 0.07075577974319458, + 0.06356704980134964, + 0.06992422789335251, + 0.16136805713176727, + 0.08972307294607162, + 0.08772566169500351 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.062061503529548645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064027324318886 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064027324318886, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064027324318886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17020605504512787, + 0.13457874953746796, + 0.09151653945446014, + 0.07547876983880997, + 0.050179656594991684, + 0.06957966834306717, + 0.08268504589796066, + 0.23847265541553497, + 0.03421537205576897, + 0.053087446838617325 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.016064027324318886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612541826441884 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.003612541826441884, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612541826441884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15640993416309357, + 0.05379075929522514, + 0.08390230685472488, + 0.1416080743074417, + 0.11717428267002106, + 0.16607743501663208, + 0.053270284086465836, + 0.050378572195768356, + 0.07675200700759888, + 0.10063635557889938 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.003612541826441884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot of a warrior standing in a rain-slicked alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior have a long black beard streaked with gray that is woven with small tarnished metal buckles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior wearing a forest-green plate armor suit with intricate swirling carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a harsh overhead light creating stark highlights on wet metal while casting the rest in deep inky shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a thick white mist blooming from the warrior's breath that illuminates briefly before fading into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427912563085556 + ], + "opposite_logprob_tokens": [ + -2.017791271209717 + ], + "logprob_reward": -0.1427912563085556, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427912563085556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12819847464561462, + 0.15671691298484802, + 0.1084999293088913, + 0.09046604484319687, + 0.08029209822416306, + 0.06562964618206024, + 0.0748576670885086, + 0.07969258725643158, + 0.10811871290206909, + 0.10752779245376587 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.1427912563085556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_11/index_tensor([4970, 4970])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_11/index_tensor([4970, 4970])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aacbd49b9236b82a3e78d63196e3b6c55911d79c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_11/index_tensor([4970, 4970])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close-up, static macro shot depicts the tip of a modern, polished chrome kitchen faucet, its metal surface gleaming against a mixture of bright, clean interior lighting and soft sunlight emanating from an unseen window. With a shallow depth of field, the background of the stainless steel sink is blurred into a soft, cool bokeh. A perfectly transparent drop of water clings tenaciously to the faucet's spigot, held in place by surface tension. The drop begins to expand, its mass noticeably increasing as it steadily and deliberately elongates downward, stretching from a perfect sphere to a drooping, weighted teardrop shape. Its crystal surface acts like a tiny fisheye lens, reflecting a miniature, inverted image of the kitchen. As the pull of gravity intensifies, the delicate neck connecting the drop to the faucet tapers, becoming a nearly invisible line until, at a decisive moment, gravity triumphs, causing the drop to separate with a clean break and plummet in a swift, vertical fall, creating an atmosphere of tranquility and concentration that highlights the simple, elegant physics of the moment.", + "seed": 4684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_11/index_4970_seed_4684_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025863274279981852, + "vlm_logprob": -0.025863274279981852, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.025863274279981852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04271187633275986 + ], + "opposite_logprob_tokens": [ + -3.2927119731903076 + ], + "logprob_reward": -0.04271187633275986, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04271187633275986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18757188320159912, + 0.14393284916877747, + 0.05965271592140198, + 0.0531204417347908, + 0.07916826754808426, + 0.07082235813140869, + 0.06195005029439926, + 0.11914543807506561, + 0.16699708998203278, + 0.05763893574476242 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.04271187633275986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02063240483403206 + ], + "opposite_logprob_tokens": [ + -3.89563250541687 + ], + "logprob_reward": -0.02063240483403206, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02063240483403206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4079277515411377, + 0.13043750822544098, + 0.031612079590559006, + 0.017113007605075836, + 0.010300290770828724, + 0.05339972674846649, + 0.027600055560469627, + 0.18867391347885132, + 0.09742657840251923, + 0.035509150475263596 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.02063240483403206 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085729002952576 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085729002952576, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085729002952576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19098053872585297, + 0.03323366120457649, + 0.033656034618616104, + 0.024234969168901443, + 0.02915201149880886, + 0.034774668514728546, + 0.06345205754041672, + 0.35216403007507324, + 0.12810856103897095, + 0.11024346202611923 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.016085729002952576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00675205560401082 + ], + "opposite_logprob_tokens": [ + -5.006752014160156 + ], + "logprob_reward": -0.00675205560401082, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00675205560401082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2467062920331955, + 0.05259823426604271, + 0.030292822048068047, + 0.027281558141112328, + 0.0216157715767622, + 0.046951696276664734, + 0.07756280899047852, + 0.2517668604850769, + 0.19804418087005615, + 0.04717978090047836 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.00675205560401082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043134305626153946 + ], + "opposite_logprob_tokens": [ + -3.1681342124938965 + ], + "logprob_reward": -0.043134305626153946, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043134305626153946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3265344500541687, + 0.12321914732456207, + 0.05250588431954384, + 0.1310650110244751, + 0.08267063647508621, + 0.07619164139032364, + 0.027543174102902412, + 0.05410674959421158, + 0.05789078399538994, + 0.06827257573604584 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.043134305626153946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static macro shot depicts the tip of a modern, polished chrome kitchen faucet, its metal surface gleaming against a mixture of bright, clean interior lighting and soft sunlight emanating from an unseen window. With a shallow depth of field, the background of the stainless steel sink is blurred into a soft, cool bokeh. A perfectly transparent drop of water clings tenaciously to the faucet's spigot, held in place by surface tension. The drop begins to expand, its mass noticeably increasing as it steadily and deliberately elongates downward, stretching from a perfect sphere to a drooping, weighted teardrop shape. Its crystal surface acts like a tiny fisheye lens, reflecting a miniature, inverted image of the kitchen. As the pull of gravity intensifies, the delicate neck connecting the drop to the faucet tapers, becoming a nearly invisible line until, at a decisive moment, gravity triumphs, causing the drop to separate with a clean break and plummet in a swift, vertical fall, creating an atmosphere of tranquility and concentration that highlights the simple, elegant physics of the moment.", + "seed": 4685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_11/index_4970_seed_4685_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08692095503211021, + "vlm_logprob": -0.08692095503211021, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.08692095503211021, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.061558451503515244 + ], + "opposite_logprob_tokens": [ + -2.936558485031128 + ], + "logprob_reward": -0.061558451503515244, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.061558451503515244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21568243205547333, + 0.14552107453346252, + 0.07119157165288925, + 0.14472858607769012, + 0.06640822440385818, + 0.08035750687122345, + 0.112699955701828, + 0.07751584053039551, + 0.04446258395910263, + 0.04143223166465759 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.061558451503515244 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904771715402603 + ], + "opposite_logprob_tokens": [ + -2.579047679901123 + ], + "logprob_reward": -0.07904771715402603, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904771715402603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3140926659107208, + 0.08846983313560486, + 0.02903013490140438, + 0.18361221253871918, + 0.04233403131365776, + 0.11350315809249878, + 0.03530046343803406, + 0.09594082087278366, + 0.06044048070907593, + 0.037276215851306915 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.07904771715402603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284706115722656 + ], + "opposite_logprob_tokens": [ + -2.0178470611572266 + ], + "logprob_reward": -0.14284706115722656, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284706115722656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1961771845817566, + 0.1237579956650734, + 0.05450122058391571, + 0.08057770133018494, + 0.09876256436109543, + 0.11489497125148773, + 0.06063618138432503, + 0.12845057249069214, + 0.08015820384025574, + 0.062083419412374496 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.14284706115722656 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11301454156637192 + ], + "opposite_logprob_tokens": [ + -2.2380144596099854 + ], + "logprob_reward": -0.11301454156637192, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11301454156637192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17639444768428802, + 0.08063823729753494, + 0.03824822977185249, + 0.18681150674819946, + 0.10911428928375244, + 0.10873454809188843, + 0.044477399438619614, + 0.10992667824029922, + 0.0677279457449913, + 0.07792669534683228 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.11301454156637192 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038137003779411316 + ], + "opposite_logprob_tokens": [ + -3.2881369590759277 + ], + "logprob_reward": -0.038137003779411316, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038137003779411316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1590203493833542, + 0.1102910041809082, + 0.10784231871366501, + 0.11591989547014236, + 0.09220422059297562, + 0.05748337507247925, + 0.03848288953304291, + 0.11296042799949646, + 0.13267555832862854, + 0.07311994582414627 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.038137003779411316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static macro shot depicts the tip of a modern, polished chrome kitchen faucet, its metal surface gleaming against a mixture of bright, clean interior lighting and soft sunlight emanating from an unseen window. With a shallow depth of field, the background of the stainless steel sink is blurred into a soft, cool bokeh. A perfectly transparent drop of water clings tenaciously to the faucet's spigot, held in place by surface tension. The drop begins to expand, its mass noticeably increasing as it steadily and deliberately elongates downward, stretching from a perfect sphere to a drooping, weighted teardrop shape. Its crystal surface acts like a tiny fisheye lens, reflecting a miniature, inverted image of the kitchen. As the pull of gravity intensifies, the delicate neck connecting the drop to the faucet tapers, becoming a nearly invisible line until, at a decisive moment, gravity triumphs, causing the drop to separate with a clean break and plummet in a swift, vertical fall, creating an atmosphere of tranquility and concentration that highlights the simple, elegant physics of the moment.", + "seed": 4686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_11/index_4970_seed_4686_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.24500737190246583, + "vlm_logprob": -0.24500737190246583, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.24500737190246583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.032663922756910324 + ], + "opposite_logprob_tokens": [ + -3.5326638221740723 + ], + "logprob_reward": -0.032663922756910324, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.032663922756910324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15072466433048248, + 0.03548990562558174, + 0.02748536318540573, + 0.045081932097673416, + 0.042997535318136215, + 0.11506406217813492, + 0.30881351232528687, + 0.023924941197037697, + 0.021559441462159157, + 0.22885863482952118 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.032663922756910324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522023618221283 + ], + "opposite_logprob_tokens": [ + -1.5022023916244507 + ], + "logprob_reward": -0.2522023618221283, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522023618221283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09451394528150558, + 0.10149162262678146, + 0.031828608363866806, + 0.04678623005747795, + 0.06885094195604324, + 0.04137908294796944, + 0.1887599676847458, + 0.0745326578617096, + 0.024414299055933952, + 0.32744261622428894 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.2522023618221283 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329192519187927 + ], + "opposite_logprob_tokens": [ + -0.7579192519187927 + ], + "logprob_reward": -0.6329192519187927, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329192519187927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03289614990353584, + 0.04597628489136696, + 0.012318176217377186, + 0.011391560547053814, + 0.0578802153468132, + 0.04815130680799484, + 0.472396582365036, + 0.019055306911468506, + 0.019660502672195435, + 0.28027382493019104 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.6329192519187927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522292137145996 + ], + "opposite_logprob_tokens": [ + -1.5022292137145996 + ], + "logprob_reward": -0.2522292137145996, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522292137145996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05527042597532272, + 0.04730258882045746, + 0.011488399468362331, + 0.02250058390200138, + 0.04779371619224548, + 0.05543157830834389, + 0.6115825176239014, + 0.007786137983202934, + 0.009073156863451004, + 0.13177089393138885 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.2522292137145996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502210929989815 + ], + "opposite_logprob_tokens": [ + -2.9300220012664795 + ], + "logprob_reward": -0.05502210929989815, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502210929989815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05284266546368599, + 0.08909011632204056, + 0.027087733149528503, + 0.00948925781995058, + 0.023676108568906784, + 0.04834078624844551, + 0.5693690776824951, + 0.01930047571659088, + 0.01518930308520794, + 0.1456144154071808 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.05502210929989815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static macro shot depicts the tip of a modern, polished chrome kitchen faucet, its metal surface gleaming against a mixture of bright, clean interior lighting and soft sunlight emanating from an unseen window. With a shallow depth of field, the background of the stainless steel sink is blurred into a soft, cool bokeh. A perfectly transparent drop of water clings tenaciously to the faucet's spigot, held in place by surface tension. The drop begins to expand, its mass noticeably increasing as it steadily and deliberately elongates downward, stretching from a perfect sphere to a drooping, weighted teardrop shape. Its crystal surface acts like a tiny fisheye lens, reflecting a miniature, inverted image of the kitchen. As the pull of gravity intensifies, the delicate neck connecting the drop to the faucet tapers, becoming a nearly invisible line until, at a decisive moment, gravity triumphs, causing the drop to separate with a clean break and plummet in a swift, vertical fall, creating an atmosphere of tranquility and concentration that highlights the simple, elegant physics of the moment.", + "seed": 4687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_11/index_4970_seed_4687_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011353160627186299, + "vlm_logprob": -0.011353160627186299, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.011353160627186299, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016335561871528625 + ], + "opposite_logprob_tokens": [ + -4.516335487365723 + ], + "logprob_reward": -0.016335561871528625, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.016335561871528625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09781093150377274, + 0.0317717082798481, + 0.16014136373996735, + 0.18758155405521393, + 0.1874559223651886, + 0.05861145630478859, + 0.048468850553035736, + 0.10197468101978302, + 0.06473761051893234, + 0.0614459253847599 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.016335561871528625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007683485746383667 + ], + "opposite_logprob_tokens": [ + -4.882683277130127 + ], + "logprob_reward": -0.007683485746383667, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007683485746383667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28502166271209717, + 0.15961089730262756, + 0.08362142741680145, + 0.06814946979284286, + 0.04907418414950371, + 0.11108815670013428, + 0.06796972453594208, + 0.035875704139471054, + 0.09168253093957901, + 0.047906238585710526 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.007683485746383667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965523421764374 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965523421764374, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965523421764374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15154127776622772, + 0.053905416280031204, + 0.08804314583539963, + 0.12085731327533722, + 0.0895102322101593, + 0.28186243772506714, + 0.021515117958188057, + 0.035007428377866745, + 0.1126953512430191, + 0.045062240213155746 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.005965523421764374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560781091451645 + ], + "opposite_logprob_tokens": [ + -4.387560844421387 + ], + "logprob_reward": -0.012560781091451645, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560781091451645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06277893483638763, + 0.03551710769534111, + 0.03261023759841919, + 0.14013084769248962, + 0.11167307198047638, + 0.35227957367897034, + 0.04764654114842415, + 0.02553807757794857, + 0.09959404170513153, + 0.09223157912492752 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.012560781091451645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up, static macro view of a modern polished chrome kitchen faucet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a perfectly transparent drop of water visible clinging to the faucet's spigot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the water drop expand and elongate downward from a sphere into a teardrop shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drop separate from the faucet with a clean break and fall vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background of the stainless steel sink blurred into a soft, cool bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422045100480318 + ], + "opposite_logprob_tokens": [ + -4.264220237731934 + ], + "logprob_reward": -0.01422045100480318, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422045100480318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.283385694026947, + 0.07510917633771896, + 0.0906451940536499, + 0.13105988502502441, + 0.15002670884132385, + 0.06814891844987869, + 0.03789609298110008, + 0.03839288651943207, + 0.06506270170211792, + 0.06027272343635559 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.01422045100480318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_12/index_tensor([4306, 4306])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_12/index_tensor([4306, 4306])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f02c85da673a7f0ee49bbb2d02fb02a286f861de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_12/index_tensor([4306, 4306])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up, the camera remains still, focused on a stylus suspended in a deep, nearly black digital space. Its slender barrel, crafted from brushed titanium, exudes a cool, high-grade metallic sheen. The tip gleams with a faint blue energy, rapidly tracing intricate paths through the air with the speed and grace of flowing water. These trails, a brilliant, cyan-blue digital light trail with a delicate particle effect, resemble energy calligraphy frozen in three-dimensional space, casting dynamic highlights across the pen's metal casing. Suddenly, a brief, dazzling white flash instantly illuminates the entire frame. Immediately afterwards, the camera performs a precise and swift focus switch (rack focus), shifting the focus from the previously sharp and clear tip of the pen to its back, rendering the rapidly writing tip soft and out of focus. At the same time, those complex digital light trails began to condense and emerge from the void, eventually forming white three-dimensional words with a slight glow effect, clearly presented in the center of the picture. The entire scene, rendered in cold colors, presents an ultimate movie-level CGI texture, full of the precision of future technology and the mystery of artistic creation.", + "seed": 5848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_12/index_4306_seed_5848_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04213431507814676, + "vlm_logprob": -0.04213431507814676, + "vlm_yes_no_margin": 4.274999976158142, + "vlm_token_credit": -0.04213431507814676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.053190939128398895 + ], + "opposite_logprob_tokens": [ + -3.0531909465789795 + ], + "logprob_reward": -0.053190939128398895, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.053190939128398895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04583675041794777, + 0.02926946058869362, + 0.019965922459959984, + 0.030960137024521828, + 0.09501246362924576, + 0.017535610124468803, + 0.015107620507478714, + 0.025909563526511192, + 0.6944770812988281, + 0.025925423949956894 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.053190939128398895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004112359136343002 + ], + "opposite_logprob_tokens": [ + -5.504112243652344 + ], + "logprob_reward": -0.004112359136343002, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004112359136343002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05510316044092178, + 0.026848167181015015, + 0.012685717083513737, + 0.03175642713904381, + 0.01397707685828209, + 0.015358682721853256, + 0.010380920954048634, + 0.027695707976818085, + 0.7850284576416016, + 0.02116571180522442 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.004112359136343002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019445574143901467 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019445574143901467, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019445574143901467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024622682482004166, + 0.021533282473683357, + 0.02678489498794079, + 0.04518623277544975, + 0.03735404834151268, + 0.022018590942025185, + 0.04709304869174957, + 0.043634798377752304, + 0.7008108496665955, + 0.030961472541093826 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.0019445574143901467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277657866477966 + ], + "opposite_logprob_tokens": [ + -2.0177764892578125 + ], + "logprob_reward": -0.14277657866477966, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14277657866477966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03562876954674721, + 0.03460494056344032, + 0.10087559372186661, + 0.16385038197040558, + 0.05549599230289459, + 0.051603078842163086, + 0.03008848801255226, + 0.04441434517502785, + 0.46905869245529175, + 0.014379782602190971 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.14277657866477966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647141046822071 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647141046822071, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647141046822071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008629078045487404, + 0.00391216529533267, + 0.002553407335653901, + 0.0027176341973245144, + 0.00813510362058878, + 0.004024369642138481, + 0.009465598501265049, + 0.05015011504292488, + 0.8993717432022095, + 0.011040757410228252 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.008647141046822071 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on a stylus suspended in a deep, nearly black digital space. Its slender barrel, crafted from brushed titanium, exudes a cool, high-grade metallic sheen. The tip gleams with a faint blue energy, rapidly tracing intricate paths through the air with the speed and grace of flowing water. These trails, a brilliant, cyan-blue digital light trail with a delicate particle effect, resemble energy calligraphy frozen in three-dimensional space, casting dynamic highlights across the pen's metal casing. Suddenly, a brief, dazzling white flash instantly illuminates the entire frame. Immediately afterwards, the camera performs a precise and swift focus switch (rack focus), shifting the focus from the previously sharp and clear tip of the pen to its back, rendering the rapidly writing tip soft and out of focus. At the same time, those complex digital light trails began to condense and emerge from the void, eventually forming white three-dimensional words with a slight glow effect, clearly presented in the center of the picture. The entire scene, rendered in cold colors, presents an ultimate movie-level CGI texture, full of the precision of future technology and the mystery of artistic creation.", + "seed": 5849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_12/index_4306_seed_5849_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029621075931936504, + "vlm_logprob": -0.029621075931936504, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.029621075931936504, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05738203972578049 + ], + "opposite_logprob_tokens": [ + -2.932382106781006 + ], + "logprob_reward": -0.05738203972578049, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05738203972578049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.141027569770813, + 0.08410848677158356, + 0.05725141614675522, + 0.07873772084712982, + 0.30132201313972473, + 0.06655259430408478, + 0.03112097457051277, + 0.07194744050502777, + 0.084051214158535, + 0.08388054370880127 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.05738203972578049 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036376039497554302 + ], + "opposite_logprob_tokens": [ + -5.628637790679932 + ], + "logprob_reward": -0.0036376039497554302, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036376039497554302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10464929789304733, + 0.04462075233459473, + 0.04988294467329979, + 0.04646426811814308, + 0.13659244775772095, + 0.05660828575491905, + 0.05332181975245476, + 0.15856771171092987, + 0.25764352083206177, + 0.0916488990187645 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.0036376039497554302 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800867661833763 + ], + "opposite_logprob_tokens": [ + -3.5298008918762207 + ], + "logprob_reward": -0.029800867661833763, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800867661833763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11361053586006165, + 0.10225610435009003, + 0.08558102697134018, + 0.08472278714179993, + 0.18203939497470856, + 0.0763622596859932, + 0.14972901344299316, + 0.058677420020103455, + 0.10837932676076889, + 0.03864212706685066 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.029800867661833763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048643991351127625 + ], + "opposite_logprob_tokens": [ + -3.0486440658569336 + ], + "logprob_reward": -0.048643991351127625, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048643991351127625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06498713046312332, + 0.15327788889408112, + 0.1597909778356552, + 0.1416289061307907, + 0.18153047561645508, + 0.11156483739614487, + 0.03673384338617325, + 0.05312979966402054, + 0.04798594489693642, + 0.04937022551894188 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.048643991351127625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640876971185207 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640876971185207, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640876971185207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10994046181440353, + 0.07227621972560883, + 0.07287134975194931, + 0.052791740745306015, + 0.1085982546210289, + 0.0330895259976387, + 0.04237764701247215, + 0.10865765810012817, + 0.23847486078739166, + 0.16092222929000854 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.008640876971185207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on a stylus suspended in a deep, nearly black digital space. Its slender barrel, crafted from brushed titanium, exudes a cool, high-grade metallic sheen. The tip gleams with a faint blue energy, rapidly tracing intricate paths through the air with the speed and grace of flowing water. These trails, a brilliant, cyan-blue digital light trail with a delicate particle effect, resemble energy calligraphy frozen in three-dimensional space, casting dynamic highlights across the pen's metal casing. Suddenly, a brief, dazzling white flash instantly illuminates the entire frame. Immediately afterwards, the camera performs a precise and swift focus switch (rack focus), shifting the focus from the previously sharp and clear tip of the pen to its back, rendering the rapidly writing tip soft and out of focus. At the same time, those complex digital light trails began to condense and emerge from the void, eventually forming white three-dimensional words with a slight glow effect, clearly presented in the center of the picture. The entire scene, rendered in cold colors, presents an ultimate movie-level CGI texture, full of the precision of future technology and the mystery of artistic creation.", + "seed": 5850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_12/index_4306_seed_5850_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07869456643238663, + "vlm_logprob": -0.07869456643238663, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.07869456643238663, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22729827463626862 + ], + "opposite_logprob_tokens": [ + -1.6022982597351074 + ], + "logprob_reward": -0.22729827463626862, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22729827463626862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09713722765445709, + 0.0743967667222023, + 0.11574847251176834, + 0.2740657329559326, + 0.04992681369185448, + 0.029537519440054893, + 0.08292018622159958, + 0.0426410473883152, + 0.06195398047566414, + 0.17167221009731293 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.22729827463626862 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002501931507140398 + ], + "opposite_logprob_tokens": [ + -6.002501964569092 + ], + "logprob_reward": -0.002501931507140398, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002501931507140398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07291017472743988, + 0.040652159601449966, + 0.05967533588409424, + 0.12267348170280457, + 0.06025237962603569, + 0.030490418896079063, + 0.2514399290084839, + 0.06698103249073029, + 0.08352875709533691, + 0.21139630675315857 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.002501931507140398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108264084905386 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.01108264084905386, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108264084905386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12968190014362335, + 0.03469536080956459, + 0.06932960450649261, + 0.07738747447729111, + 0.04781423136591911, + 0.014932604506611824, + 0.22556662559509277, + 0.034999266266822815, + 0.18063439428806305, + 0.1849585324525833 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.01108264084905386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278650283813477 + ], + "opposite_logprob_tokens": [ + -2.0177865028381348 + ], + "logprob_reward": -0.14278650283813477, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278650283813477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12046049535274506, + 0.05353335291147232, + 0.059347961097955704, + 0.19945333898067474, + 0.1643500030040741, + 0.046739932149648666, + 0.07516326010227203, + 0.028883997350931168, + 0.05537063255906105, + 0.19669704139232635 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.14278650283813477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803482331335545 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.009803482331335545, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803482331335545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07223809510469437, + 0.028998127207159996, + 0.14466096460819244, + 0.014245177619159222, + 0.062286294996738434, + 0.029133088886737823, + 0.06404993683099747, + 0.04235132411122322, + 0.13454033434391022, + 0.4074966311454773 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.009803482331335545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up, the camera remains still, focused on a stylus suspended in a deep, nearly black digital space. Its slender barrel, crafted from brushed titanium, exudes a cool, high-grade metallic sheen. The tip gleams with a faint blue energy, rapidly tracing intricate paths through the air with the speed and grace of flowing water. These trails, a brilliant, cyan-blue digital light trail with a delicate particle effect, resemble energy calligraphy frozen in three-dimensional space, casting dynamic highlights across the pen's metal casing. Suddenly, a brief, dazzling white flash instantly illuminates the entire frame. Immediately afterwards, the camera performs a precise and swift focus switch (rack focus), shifting the focus from the previously sharp and clear tip of the pen to its back, rendering the rapidly writing tip soft and out of focus. At the same time, those complex digital light trails began to condense and emerge from the void, eventually forming white three-dimensional words with a slight glow effect, clearly presented in the center of the picture. The entire scene, rendered in cold colors, presents an ultimate movie-level CGI texture, full of the precision of future technology and the mystery of artistic creation.", + "seed": 5851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_12/index_4306_seed_5851_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07915906705893576, + "vlm_logprob": -0.07915906705893576, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.07915906705893576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02038060687482357 + ], + "opposite_logprob_tokens": [ + -4.02038049697876 + ], + "logprob_reward": -0.02038060687482357, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02038060687482357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18147452175617218, + 0.03808768838644028, + 0.03989231213927269, + 0.061873629689216614, + 0.07917535305023193, + 0.0812186524271965, + 0.1034855991601944, + 0.08821144700050354, + 0.18338876962661743, + 0.14319196343421936 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.02038060687482357 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793094359338284 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793094359338284, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793094359338284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12517030537128448, + 0.140005424618721, + 0.04897955060005188, + 0.07810570299625397, + 0.13959845900535583, + 0.08598361909389496, + 0.1038052961230278, + 0.04165983200073242, + 0.13485360145568848, + 0.10183818638324738 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.009793094359338284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002821395406499505 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.002821395406499505, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002821395406499505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07229398190975189, + 0.048576757311820984, + 0.05149814486503601, + 0.08467186987400055, + 0.06275787949562073, + 0.06251288950443268, + 0.2520383596420288, + 0.07951146364212036, + 0.1634393036365509, + 0.12269937247037888 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.002821395406499505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34858977794647217 + ], + "opposite_logprob_tokens": [ + -1.2235897779464722 + ], + "logprob_reward": -0.34858977794647217, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34858977794647217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14543186128139496, + 0.04650324210524559, + 0.07517670094966888, + 0.07316134124994278, + 0.0635131299495697, + 0.14877849817276, + 0.1466524451971054, + 0.06828659027814865, + 0.13579706847667694, + 0.09669919312000275 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.34858977794647217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a stylus with a brushed titanium barrel and a tip emitting blue energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the stylus tip trace intricate cyan-blue light trails that resemble energy calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a brief dazzling white flash illuminate the entire frame before the focus switch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a rack focus shifting from the sharp tip to the out-of-focus back of the stylus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do white three-dimensional glowing words emerge from the light trails and appear in the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421046070754528 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.01421046070754528, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421046070754528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07756362110376358, + 0.04036940634250641, + 0.02424868755042553, + 0.02935866266489029, + 0.050386764109134674, + 0.030395040288567543, + 0.10174809396266937, + 0.05507589876651764, + 0.3433631658554077, + 0.24749070405960083 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.01421046070754528 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_13/index_tensor([7653, 7653])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_13/index_tensor([7653, 7653])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..442c33156d4dbc1d1e5704f7e461457c8e76b34e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_13/index_tensor([7653, 7653])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium-long shot, shot from a slightly upward angle, pans slowly and steadily to the right, following a lone boat as it sails across a surreal river of shimmering neon lights. At the stern stands a mysterious figure clad in traditional Chinese clothing. She wears an indigo silk, wide-sleeved ruqun (a traditional Chinese dress), its wide sleeves fluttering in the breeze. The cuffs and collar are delicately embroidered with silver thread, creating cloud patterns that appear and disappear in the shifting light. Her long, dark hair is held high by a simple jade hairpin. Though her face is slightly blurred by the light and shadow, her focused and serene profile is clearly visible. Steady in both hands, she grasps a long, dark lacquered wooden oar and leisurely dips it into the river of light. Each gentle, rhythmic stroke stirs ripples of vibrant color in the liquid stream, propelling the quaint boat slowly forward. The backdrop is a futuristic cyberpunk metropolis, where the black silhouettes of countless skyscrapers pierce the night sky, adorned with giant holographic advertisements and dense neon signs. The river, the sole primary light source, casts a dynamic upward glow of electric blue, magenta, and emerald green, tinting the underside of a small boat and the hem of a Hanfu costume with vibrant colors while casting long, dancing shadows on the figures. Against this cool backdrop, the entire scene exudes a tranquil, mysterious, and visually striking dreamlike atmosphere, a perfect fusion of ancient poetry and futuristic technology.", + "seed": 21527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_13/index_7653_seed_21527_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024910807516425847, + "vlm_logprob": -0.024910807516425847, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.024910807516425847, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006581416819244623 + ], + "opposite_logprob_tokens": [ + -5.1315813064575195 + ], + "logprob_reward": -0.006581416819244623, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006581416819244623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17913088202476501, + 0.13903172314167023, + 0.11502168327569962, + 0.10860207676887512, + 0.11296876519918442, + 0.06135300546884537, + 0.07881879061460495, + 0.04920033738017082, + 0.057541824877262115, + 0.09833084791898727 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006581416819244623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260554142296314 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.005260554142296314, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260554142296314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21091176569461823, + 0.24649578332901, + 0.061336155980825424, + 0.16250428557395935, + 0.08177193999290466, + 0.061377204954624176, + 0.02811618521809578, + 0.0796075165271759, + 0.026873180642724037, + 0.041006047278642654 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005260554142296314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634272798895836 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634272798895836, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634272798895836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1267969012260437, + 0.2562825381755829, + 0.09451397508382797, + 0.08578687906265259, + 0.0816752165555954, + 0.08060105890035629, + 0.12784387171268463, + 0.058533959090709686, + 0.03659852594137192, + 0.051367055624723434 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.007634272798895836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066139563918114 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066139563918114, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066139563918114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3843238055706024, + 0.21159517765045166, + 0.05473050847649574, + 0.05337473005056381, + 0.05411969870328903, + 0.041802968829870224, + 0.03648080676794052, + 0.03260229527950287, + 0.03675759583711624, + 0.09421241283416748 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.016066139563918114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901165425777435 + ], + "opposite_logprob_tokens": [ + -2.4640116691589355 + ], + "logprob_reward": -0.08901165425777435, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901165425777435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11370275169610977, + 0.0996285080909729, + 0.08391262590885162, + 0.17655909061431885, + 0.0738212913274765, + 0.1752924621105194, + 0.04266956448554993, + 0.09293337911367416, + 0.09260044246912003, + 0.04887990653514862 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.08901165425777435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, pans slowly and steadily to the right, following a lone boat as it sails across a surreal river of shimmering neon lights. At the stern stands a mysterious figure clad in traditional Chinese clothing. She wears an indigo silk, wide-sleeved ruqun (a traditional Chinese dress), its wide sleeves fluttering in the breeze. The cuffs and collar are delicately embroidered with silver thread, creating cloud patterns that appear and disappear in the shifting light. Her long, dark hair is held high by a simple jade hairpin. Though her face is slightly blurred by the light and shadow, her focused and serene profile is clearly visible. Steady in both hands, she grasps a long, dark lacquered wooden oar and leisurely dips it into the river of light. Each gentle, rhythmic stroke stirs ripples of vibrant color in the liquid stream, propelling the quaint boat slowly forward. The backdrop is a futuristic cyberpunk metropolis, where the black silhouettes of countless skyscrapers pierce the night sky, adorned with giant holographic advertisements and dense neon signs. The river, the sole primary light source, casts a dynamic upward glow of electric blue, magenta, and emerald green, tinting the underside of a small boat and the hem of a Hanfu costume with vibrant colors while casting long, dancing shadows on the figures. Against this cool backdrop, the entire scene exudes a tranquil, mysterious, and visually striking dreamlike atmosphere, a perfect fusion of ancient poetry and futuristic technology.", + "seed": 21528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_13/index_7653_seed_21528_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01776796942576766, + "vlm_logprob": -0.01776796942576766, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.01776796942576766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008976816199719906 + ], + "opposite_logprob_tokens": [ + -4.758976936340332 + ], + "logprob_reward": -0.008976816199719906, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008976816199719906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08168365806341171, + 0.2312304675579071, + 0.05719727650284767, + 0.021383030340075493, + 0.061579085886478424, + 0.18591833114624023, + 0.08186501264572144, + 0.153021901845932, + 0.08959109336137772, + 0.03653014451265335 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.008976816199719906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199530705809593 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199530705809593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199530705809593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05246622860431671, + 0.3347278833389282, + 0.027738656848669052, + 0.027818886563181877, + 0.05426604300737381, + 0.13221944868564606, + 0.1543000489473343, + 0.021601805463433266, + 0.17356403172016144, + 0.02129691280424595 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.014199530705809593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082051321864128 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082051321864128, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082051321864128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059954747557640076, + 0.1874014139175415, + 0.0458594411611557, + 0.02949541062116623, + 0.1420038491487503, + 0.044093720614910126, + 0.13360653817653656, + 0.09943868219852448, + 0.2145613133907318, + 0.04358493536710739 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.011082051321864128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946089047938585 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946089047938585, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946089047938585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1446813941001892, + 0.11641823500394821, + 0.04250425472855568, + 0.057922057807445526, + 0.07183279097080231, + 0.14320167899131775, + 0.1469695270061493, + 0.07695190608501434, + 0.06921054422855377, + 0.13030755519866943 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.005946089047938585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863535985350609 + ], + "opposite_logprob_tokens": [ + -3.048635244369507 + ], + "logprob_reward": -0.04863535985350609, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863535985350609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0769420713186264, + 0.24120137095451355, + 0.025130916386842728, + 0.06574749946594238, + 0.08107320964336395, + 0.21716682612895966, + 0.093115895986557, + 0.0571119450032711, + 0.1022673025727272, + 0.040242988616228104 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.04863535985350609 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, pans slowly and steadily to the right, following a lone boat as it sails across a surreal river of shimmering neon lights. At the stern stands a mysterious figure clad in traditional Chinese clothing. She wears an indigo silk, wide-sleeved ruqun (a traditional Chinese dress), its wide sleeves fluttering in the breeze. The cuffs and collar are delicately embroidered with silver thread, creating cloud patterns that appear and disappear in the shifting light. Her long, dark hair is held high by a simple jade hairpin. Though her face is slightly blurred by the light and shadow, her focused and serene profile is clearly visible. Steady in both hands, she grasps a long, dark lacquered wooden oar and leisurely dips it into the river of light. Each gentle, rhythmic stroke stirs ripples of vibrant color in the liquid stream, propelling the quaint boat slowly forward. The backdrop is a futuristic cyberpunk metropolis, where the black silhouettes of countless skyscrapers pierce the night sky, adorned with giant holographic advertisements and dense neon signs. The river, the sole primary light source, casts a dynamic upward glow of electric blue, magenta, and emerald green, tinting the underside of a small boat and the hem of a Hanfu costume with vibrant colors while casting long, dancing shadows on the figures. Against this cool backdrop, the entire scene exudes a tranquil, mysterious, and visually striking dreamlike atmosphere, a perfect fusion of ancient poetry and futuristic technology.", + "seed": 21529, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_13/index_7653_seed_21529_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026228213962167502, + "vlm_logprob": -0.026228213962167502, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.026228213962167502, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01141457911580801 + ], + "opposite_logprob_tokens": [ + -4.511414527893066 + ], + "logprob_reward": -0.01141457911580801, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01141457911580801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18661510944366455, + 0.10754570364952087, + 0.059746745973825455, + 0.028470946475863457, + 0.09159456193447113, + 0.04705869033932686, + 0.029720943421125412, + 0.04035336896777153, + 0.35621437430381775, + 0.05267959088087082 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.01141457911580801 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198120683431625 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198120683431625, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198120683431625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12409424036741257, + 0.08337687700986862, + 0.04817523807287216, + 0.06281556189060211, + 0.06756103783845901, + 0.11019467562437057, + 0.06923193484544754, + 0.056997135281562805, + 0.33974188566207886, + 0.03781142458319664 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.014198120683431625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785539470613003 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785539470613003, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785539470613003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1523742377758026, + 0.2531333267688751, + 0.03291605785489082, + 0.03765971213579178, + 0.04992147162556648, + 0.026770371943712234, + 0.032945889979600906, + 0.047030430287122726, + 0.3288525938987732, + 0.03839591518044472 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.009785539470613003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21444560587406158, + 0.1394941508769989, + 0.06560774147510529, + 0.0841049924492836, + 0.08784342557191849, + 0.057398274540901184, + 0.050150711089372635, + 0.030186982825398445, + 0.20128218829631805, + 0.06948590278625488 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900794386863708 + ], + "opposite_logprob_tokens": [ + -2.46400785446167 + ], + "logprob_reward": -0.08900794386863708, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900794386863708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17417235672473907, + 0.2770395576953888, + 0.05986662954092026, + 0.05361553281545639, + 0.08569730818271637, + 0.09564492106437683, + 0.03204130008816719, + 0.04758511483669281, + 0.05987556278705597, + 0.11446169018745422 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.08900794386863708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-long shot, shot from a slightly upward angle, pans slowly and steadily to the right, following a lone boat as it sails across a surreal river of shimmering neon lights. At the stern stands a mysterious figure clad in traditional Chinese clothing. She wears an indigo silk, wide-sleeved ruqun (a traditional Chinese dress), its wide sleeves fluttering in the breeze. The cuffs and collar are delicately embroidered with silver thread, creating cloud patterns that appear and disappear in the shifting light. Her long, dark hair is held high by a simple jade hairpin. Though her face is slightly blurred by the light and shadow, her focused and serene profile is clearly visible. Steady in both hands, she grasps a long, dark lacquered wooden oar and leisurely dips it into the river of light. Each gentle, rhythmic stroke stirs ripples of vibrant color in the liquid stream, propelling the quaint boat slowly forward. The backdrop is a futuristic cyberpunk metropolis, where the black silhouettes of countless skyscrapers pierce the night sky, adorned with giant holographic advertisements and dense neon signs. The river, the sole primary light source, casts a dynamic upward glow of electric blue, magenta, and emerald green, tinting the underside of a small boat and the hem of a Hanfu costume with vibrant colors while casting long, dancing shadows on the figures. Against this cool backdrop, the entire scene exudes a tranquil, mysterious, and visually striking dreamlike atmosphere, a perfect fusion of ancient poetry and futuristic technology.", + "seed": 21530, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_13/index_7653_seed_21530_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015997243765741586, + "vlm_logprob": -0.015997243765741586, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.015997243765741586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004904146306216717 + ], + "opposite_logprob_tokens": [ + -5.379904270172119 + ], + "logprob_reward": -0.004904146306216717, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004904146306216717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14400605857372284, + 0.07090535014867783, + 0.3773207366466522, + 0.04774453863501549, + 0.04254921153187752, + 0.03497223183512688, + 0.04063443839550018, + 0.08036478608846664, + 0.08686257898807526, + 0.07464014738798141 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.004904146306216717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643477223813534 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643477223813534, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643477223813534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0581749752163887, + 0.036900367587804794, + 0.6291248202323914, + 0.03064548969268799, + 0.06860606372356415, + 0.025973642244935036, + 0.028272757306694984, + 0.03252994641661644, + 0.06279167532920837, + 0.026980271562933922 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.008643477223813534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06306526064872742, + 0.04993866756558418, + 0.5274360775947571, + 0.05315049737691879, + 0.039871424436569214, + 0.023960433900356293, + 0.032121866941452026, + 0.08956889808177948, + 0.07867289334535599, + 0.04221390187740326 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.012547949329018593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251422990113497 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251422990113497, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251422990113497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07260396331548691, + 0.06734806299209595, + 0.3840324580669403, + 0.07232092320919037, + 0.049300722777843475, + 0.042012669146060944, + 0.03676043450832367, + 0.07692542672157288, + 0.06170082464814186, + 0.13699445128440857 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.005251422990113497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot featuring a lone boat sailing on a river of shimmering neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a figure wearing an indigo silk wide-sleeved ruqun with silver cloud embroidery visible at the stern of the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure holding a long dark lacquered wooden oar and dipping it into the river to propel the boat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cyberpunk metropolis with black skyscraper silhouettes and giant holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan slowly and steadily to the right while following the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863922297954559 + ], + "opposite_logprob_tokens": [ + -3.0486392974853516 + ], + "logprob_reward": -0.04863922297954559, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863922297954559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0670861005783081, + 0.026904743164777756, + 0.5806828141212463, + 0.08020730316638947, + 0.04079991579055786, + 0.036112524569034576, + 0.019781462848186493, + 0.0680604949593544, + 0.05726587772369385, + 0.023098783567547798 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.04863922297954559 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_14/index_tensor([4570, 4570])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_14/index_tensor([4570, 4570])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..57ad4e839f24ff7c5e7435fde2dc565bbb9381ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_14/index_tensor([4570, 4570])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily zooms in on the empress in a grand, empty palace. She wears a regal phoenix robe of deep crimson. The heavy brocade is embroidered with dazzling gold and silver threads, depicting phoenixes with outstretched wings, gleaming majestically in the dim light. Her towering black bun, adorned with delicate gold and jade hairpins and pearl tassels, frames her chiseled, resolute features. Her gaze is unwavering, as if condensed with all her will. Her hands tightly grasp a jade-encrusted imperial sword, the silk tassel at the end of the hilt swaying with her movements. She raises the sword resolutely overhead, her wide brocade sleeves falling to reveal a sliver of her wrist. Then, with a thunderous force, she swings it down, the blade slicing a cold arc through the air, instantly illuminating the surrounding massive vermilion dragon-carved columns and the gleaming black marble floor. A mixture of cool moonlight filtering through the carved window panes and the warm flickering candlelight from the tall candlesticks in the hall, light and shadow intertwine, casting a long, dramatic shadow on the huge dragon throne behind her. The whole picture is filled with solemn tension, conveying a lonely, powerful and irreversible determination.", + "seed": 6351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_14/index_4570_seed_6351_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07463910952210426, + "vlm_logprob": -0.07463910952210426, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.07463910952210426, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03486223146319389 + ], + "opposite_logprob_tokens": [ + -3.4098622798919678 + ], + "logprob_reward": -0.03486223146319389, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03486223146319389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1600583791732788, + 0.2753213942050934, + 0.0896989032626152, + 0.07152369618415833, + 0.07304693013429642, + 0.06683395057916641, + 0.05502273887395859, + 0.08137377351522446, + 0.08842670917510986, + 0.03869348391890526 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03486223146319389 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030481964349747 + ], + "opposite_logprob_tokens": [ + -2.3503048419952393 + ], + "logprob_reward": -0.10030481964349747, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030481964349747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12108758836984634, + 0.11599186807870865, + 0.23285342752933502, + 0.07019434124231339, + 0.0405767448246479, + 0.06891907751560211, + 0.11915338784456253, + 0.08958563953638077, + 0.07487907260656357, + 0.06675883382558823 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.10030481964349747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902724832296371 + ], + "opposite_logprob_tokens": [ + -2.464027166366577 + ], + "logprob_reward": -0.08902724832296371, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902724832296371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27034273743629456, + 0.06624690443277359, + 0.14215825498104095, + 0.05569477751851082, + 0.06329033523797989, + 0.06686831265687943, + 0.07924612611532211, + 0.09097252786159515, + 0.08258283883333206, + 0.08259712159633636 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.08902724832296371 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002270966768265 + ], + "opposite_logprob_tokens": [ + -2.6950228214263916 + ], + "logprob_reward": -0.07002270966768265, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002270966768265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15818405151367188, + 0.1997608095407486, + 0.14213232696056366, + 0.081231027841568, + 0.045661911368370056, + 0.04089974984526634, + 0.08994077891111374, + 0.06336775422096252, + 0.14635543525218964, + 0.03246613219380379 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.07002270966768265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789785385131836 + ], + "opposite_logprob_tokens": [ + -2.5789785385131836 + ], + "logprob_reward": -0.0789785385131836, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789785385131836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18561913073062897, + 0.06937143206596375, + 0.08007684350013733, + 0.11972968280315399, + 0.1716468632221222, + 0.05824524909257889, + 0.08747778832912445, + 0.08932173997163773, + 0.057689692825078964, + 0.08082149922847748 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0789785385131836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily zooms in on the empress in a grand, empty palace. She wears a regal phoenix robe of deep crimson. The heavy brocade is embroidered with dazzling gold and silver threads, depicting phoenixes with outstretched wings, gleaming majestically in the dim light. Her towering black bun, adorned with delicate gold and jade hairpins and pearl tassels, frames her chiseled, resolute features. Her gaze is unwavering, as if condensed with all her will. Her hands tightly grasp a jade-encrusted imperial sword, the silk tassel at the end of the hilt swaying with her movements. She raises the sword resolutely overhead, her wide brocade sleeves falling to reveal a sliver of her wrist. Then, with a thunderous force, she swings it down, the blade slicing a cold arc through the air, instantly illuminating the surrounding massive vermilion dragon-carved columns and the gleaming black marble floor. A mixture of cool moonlight filtering through the carved window panes and the warm flickering candlelight from the tall candlesticks in the hall, light and shadow intertwine, casting a long, dramatic shadow on the huge dragon throne behind her. The whole picture is filled with solemn tension, conveying a lonely, powerful and irreversible determination.", + "seed": 6352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_14/index_4570_seed_6352_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06116749681532383, + "vlm_logprob": -0.06116749681532383, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.06116749681532383, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02478213794529438 + ], + "opposite_logprob_tokens": [ + -3.774782180786133 + ], + "logprob_reward": -0.02478213794529438, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02478213794529438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07882445305585861, + 0.05589786916971207, + 0.024937381967902184, + 0.022911811247467995, + 0.05176403746008873, + 0.11840370297431946, + 0.04376157745718956, + 0.1048237681388855, + 0.4162558913230896, + 0.08241954445838928 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.02478213794529438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700213760137558 + ], + "opposite_logprob_tokens": [ + -2.695021390914917 + ], + "logprob_reward": -0.0700213760137558, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700213760137558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0775163322687149, + 0.022417398169636726, + 0.021986350417137146, + 0.040876515209674835, + 0.03130266070365906, + 0.07094771414995193, + 0.07733466476202011, + 0.43517187237739563, + 0.12159731239080429, + 0.1008491963148117 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.0700213760137558 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003231555223465 + ], + "opposite_logprob_tokens": [ + -2.35032320022583 + ], + "logprob_reward": -0.1003231555223465, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003231555223465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04432471841573715, + 0.0400426909327507, + 0.031987641006708145, + 0.023032883182168007, + 0.04100817069411278, + 0.11148033291101456, + 0.23117762804031372, + 0.25637972354888916, + 0.12812478840351105, + 0.09244133532047272 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.1003231555223465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062062736600637436 + ], + "opposite_logprob_tokens": [ + -2.8120627403259277 + ], + "logprob_reward": -0.062062736600637436, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062062736600637436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08931650221347809, + 0.09221990406513214, + 0.05387331172823906, + 0.030378108844161034, + 0.04565649479627609, + 0.09494487941265106, + 0.07304032891988754, + 0.18713295459747314, + 0.15800118446350098, + 0.1754363626241684 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.062062736600637436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864807799458504 + ], + "opposite_logprob_tokens": [ + -3.0486481189727783 + ], + "logprob_reward": -0.04864807799458504, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864807799458504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11096862703561783, + 0.04272352531552315, + 0.01767261140048504, + 0.029014427214860916, + 0.02526133693754673, + 0.07549771666526794, + 0.04107251763343811, + 0.1960960328578949, + 0.20729656517505646, + 0.2543966472148895 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.04864807799458504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily zooms in on the empress in a grand, empty palace. She wears a regal phoenix robe of deep crimson. The heavy brocade is embroidered with dazzling gold and silver threads, depicting phoenixes with outstretched wings, gleaming majestically in the dim light. Her towering black bun, adorned with delicate gold and jade hairpins and pearl tassels, frames her chiseled, resolute features. Her gaze is unwavering, as if condensed with all her will. Her hands tightly grasp a jade-encrusted imperial sword, the silk tassel at the end of the hilt swaying with her movements. She raises the sword resolutely overhead, her wide brocade sleeves falling to reveal a sliver of her wrist. Then, with a thunderous force, she swings it down, the blade slicing a cold arc through the air, instantly illuminating the surrounding massive vermilion dragon-carved columns and the gleaming black marble floor. A mixture of cool moonlight filtering through the carved window panes and the warm flickering candlelight from the tall candlesticks in the hall, light and shadow intertwine, casting a long, dramatic shadow on the huge dragon throne behind her. The whole picture is filled with solemn tension, conveying a lonely, powerful and irreversible determination.", + "seed": 6353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_14/index_4570_seed_6353_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09576879739761353, + "vlm_logprob": -0.09576879739761353, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.09576879739761353, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03071073815226555 + ], + "opposite_logprob_tokens": [ + -3.5307106971740723 + ], + "logprob_reward": -0.03071073815226555, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03071073815226555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22742260992527008, + 0.0875815600156784, + 0.04772895574569702, + 0.029767416417598724, + 0.046541426330804825, + 0.08648169785737991, + 0.07277444750070572, + 0.1305684894323349, + 0.1380813866853714, + 0.1330520212650299 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.03071073815226555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129341572523117 + ], + "opposite_logprob_tokens": [ + -2.237934112548828 + ], + "logprob_reward": -0.1129341572523117, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129341572523117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08309468626976013, + 0.056293465197086334, + 0.03757668659090996, + 0.04944736883044243, + 0.05628246068954468, + 0.06224678456783295, + 0.19358904659748077, + 0.15814228355884552, + 0.22036325931549072, + 0.08296389877796173 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.1129341572523117 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031797736883163 + ], + "opposite_logprob_tokens": [ + -2.35031795501709 + ], + "logprob_reward": -0.10031797736883163, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031797736883163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06355497986078262, + 0.03715251758694649, + 0.03436640277504921, + 0.023271024227142334, + 0.029170045629143715, + 0.023341869935393333, + 0.08537158370018005, + 0.1513841599225998, + 0.39015546441078186, + 0.1622319221496582 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.10031797736883163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054967161267995834 + ], + "opposite_logprob_tokens": [ + -2.929967164993286 + ], + "logprob_reward": -0.054967161267995834, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054967161267995834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07642832398414612, + 0.07480195164680481, + 0.05616031587123871, + 0.019492607563734055, + 0.01820157840847969, + 0.02693100832402706, + 0.05939343199133873, + 0.1243044063448906, + 0.41209661960601807, + 0.1321897655725479 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.054967161267995834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799139529466629 + ], + "opposite_logprob_tokens": [ + -1.8049139976501465 + ], + "logprob_reward": -0.1799139529466629, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799139529466629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20113371312618256, + 0.030622165650129318, + 0.021806536242365837, + 0.030149053782224655, + 0.08550922572612762, + 0.09244506061077118, + 0.17002172768115997, + 0.08520588278770447, + 0.20891599357128143, + 0.07419058680534363 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.1799139529466629 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily zooms in on the empress in a grand, empty palace. She wears a regal phoenix robe of deep crimson. The heavy brocade is embroidered with dazzling gold and silver threads, depicting phoenixes with outstretched wings, gleaming majestically in the dim light. Her towering black bun, adorned with delicate gold and jade hairpins and pearl tassels, frames her chiseled, resolute features. Her gaze is unwavering, as if condensed with all her will. Her hands tightly grasp a jade-encrusted imperial sword, the silk tassel at the end of the hilt swaying with her movements. She raises the sword resolutely overhead, her wide brocade sleeves falling to reveal a sliver of her wrist. Then, with a thunderous force, she swings it down, the blade slicing a cold arc through the air, instantly illuminating the surrounding massive vermilion dragon-carved columns and the gleaming black marble floor. A mixture of cool moonlight filtering through the carved window panes and the warm flickering candlelight from the tall candlesticks in the hall, light and shadow intertwine, casting a long, dramatic shadow on the huge dragon throne behind her. The whole picture is filled with solemn tension, conveying a lonely, powerful and irreversible determination.", + "seed": 6354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_14/index_4570_seed_6354_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10929247736930847, + "vlm_logprob": -0.10929247736930847, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.10929247736930847, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03519166260957718 + ], + "opposite_logprob_tokens": [ + -3.410191774368286 + ], + "logprob_reward": -0.03519166260957718, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03519166260957718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14333365857601166, + 0.027229122817516327, + 0.05020518973469734, + 0.4270778000354767, + 0.03803781047463417, + 0.053726114332675934, + 0.09193292260169983, + 0.03876039385795593, + 0.0642678439617157, + 0.06542915105819702 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.03519166260957718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131550550460815 + ], + "opposite_logprob_tokens": [ + -1.406315565109253 + ], + "logprob_reward": -0.28131550550460815, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131550550460815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027704238891601562, + 0.014142344705760479, + 0.015131410211324692, + 0.6862657070159912, + 0.05502336472272873, + 0.01755104586482048, + 0.06725720316171646, + 0.04490692541003227, + 0.04194620996713638, + 0.03007151558995247 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.28131550550460815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294097453355789 + ], + "opposite_logprob_tokens": [ + -2.237941026687622 + ], + "logprob_reward": -0.11294097453355789, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294097453355789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0753956213593483, + 0.04199451580643654, + 0.0520135723054409, + 0.17959840595722198, + 0.06010352447628975, + 0.05474798008799553, + 0.08047483116388321, + 0.13445839285850525, + 0.2610294818878174, + 0.06018362194299698 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.11294097453355789 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058255076408386 + ], + "opposite_logprob_tokens": [ + -2.812058210372925 + ], + "logprob_reward": -0.062058255076408386, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058255076408386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08227941393852234, + 0.05073047801852226, + 0.04592615365982056, + 0.2704536020755768, + 0.04435400292277336, + 0.1805688440799713, + 0.036888252943754196, + 0.12468666583299637, + 0.11967162787914276, + 0.04444098845124245 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.062058255076408386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an empress wearing a deep crimson robe with gold and silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom in on the empress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the empress raise a jade-encrusted imperial sword overhead and then swing it down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sword swing illuminate massive vermilion dragon-carved columns and a black marble floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a mixture of cool moonlight and warm flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495598912239075 + ], + "opposite_logprob_tokens": [ + -2.9299559593200684 + ], + "logprob_reward": -0.05495598912239075, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495598912239075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07713208347558975, + 0.02456892654299736, + 0.019597964361310005, + 0.5734180212020874, + 0.07287587225437164, + 0.07326504588127136, + 0.039278723299503326, + 0.04110714793205261, + 0.04567498341202736, + 0.03308114409446716 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.05495598912239075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_15/index_tensor([1302, 1302])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_15/index_tensor([1302, 1302])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..db7905977e056368e7b9c478caaa74e4cc02b921 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_15/index_tensor([1302, 1302])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "surreal, still macro photograph, perfectly level with the surface of a clear pond, its razor-sharp focus capturing the gentle, hypnotic undulations of the water's surface. Delicate, feathery leaves of the vibrant green Myriophyllum aquaticum emerge from the surface, their intricate spirals rhythmically swaying back and forth in a slow, fluid dance, driven by unseen currents. Each water-repellent leaf is rendered in ultra-detailed 4K, with countless tiny pearly bubbles clinging to its delicate structure, shimmering and catching the bright morning sunlight like microscopic diamonds. Direct sunlight creates sharp, crystalline highlights on the shimmering water's surface and casts shimmering, corroded patterns into the slightly blurred depths below, where out-of-focus greenery hints at a larger ecosystem. The camera's unwavering focus on the plants' gentle, repetitive movements creates a captivating and tranquil atmosphere, revealing the tranquil beauty of the miniature aquatic world in breathtaking detail.", + "seed": 12308, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_15/index_1302_seed_12308_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.046885363291949034, + "vlm_logprob": -0.046885363291949034, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.046885363291949034, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1400914043188095 + ], + "opposite_logprob_tokens": [ + -2.1400914192199707 + ], + "logprob_reward": -0.1400914043188095, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1400914043188095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06981800496578217, + 0.05345122143626213, + 0.14545683562755585, + 0.1284717619419098, + 0.1441245824098587, + 0.09928712993860245, + 0.1190757155418396, + 0.11823788285255432, + 0.04047456756234169, + 0.08160234987735748 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.1400914043188095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373712345957756 + ], + "opposite_logprob_tokens": [ + -3.6513736248016357 + ], + "logprob_reward": -0.026373712345957756, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373712345957756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0784808024764061, + 0.09476906061172485, + 0.19941657781600952, + 0.14473707973957062, + 0.036593303084373474, + 0.03997030109167099, + 0.16729842126369476, + 0.06797333806753159, + 0.09503331035375595, + 0.07572781294584274 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.026373712345957756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743293721228838 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743293721228838, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743293721228838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10307423770427704, + 0.08517319709062576, + 0.15288624167442322, + 0.09854120761156082, + 0.0439082495868206, + 0.0649307519197464, + 0.23125490546226501, + 0.0862090215086937, + 0.06311995536088943, + 0.07090217620134354 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.006743293721228838 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254818495362997 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.01254818495362997, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254818495362997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09288353472948074, + 0.049208078533411026, + 0.12816786766052246, + 0.06260960549116135, + 0.041696250438690186, + 0.16231650114059448, + 0.0550488606095314, + 0.20201843976974487, + 0.1173831969499588, + 0.08866763859987259 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.01254818495362997 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048670221120119095 + ], + "opposite_logprob_tokens": [ + -3.0486702919006348 + ], + "logprob_reward": -0.048670221120119095, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048670221120119095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09185829758644104, + 0.04297139495611191, + 0.1028878465294838, + 0.15861044824123383, + 0.03431888669729233, + 0.12493215501308441, + 0.11373985558748245, + 0.20367690920829773, + 0.06312073767185211, + 0.06388343870639801 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.048670221120119095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal, still macro photograph, perfectly level with the surface of a clear pond, its razor-sharp focus capturing the gentle, hypnotic undulations of the water's surface. Delicate, feathery leaves of the vibrant green Myriophyllum aquaticum emerge from the surface, their intricate spirals rhythmically swaying back and forth in a slow, fluid dance, driven by unseen currents. Each water-repellent leaf is rendered in ultra-detailed 4K, with countless tiny pearly bubbles clinging to its delicate structure, shimmering and catching the bright morning sunlight like microscopic diamonds. Direct sunlight creates sharp, crystalline highlights on the shimmering water's surface and casts shimmering, corroded patterns into the slightly blurred depths below, where out-of-focus greenery hints at a larger ecosystem. The camera's unwavering focus on the plants' gentle, repetitive movements creates a captivating and tranquil atmosphere, revealing the tranquil beauty of the miniature aquatic world in breathtaking detail.", + "seed": 12309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_15/index_1302_seed_12309_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018373012868687512, + "vlm_logprob": -0.018373012868687512, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.018373012868687512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018001044169068336 + ], + "opposite_logprob_tokens": [ + -4.143001079559326 + ], + "logprob_reward": -0.018001044169068336, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018001044169068336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23007895052433014, + 0.11565065383911133, + 0.0754789337515831, + 0.06163693219423294, + 0.05403967574238777, + 0.0399426706135273, + 0.046237293630838394, + 0.09511242806911469, + 0.19706794619560242, + 0.08475451916456223 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.018001044169068336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002833282807841897 + ], + "opposite_logprob_tokens": [ + -5.877833366394043 + ], + "logprob_reward": -0.002833282807841897, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002833282807841897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21716351807117462, + 0.11776616424322128, + 0.0985533744096756, + 0.03425360843539238, + 0.02864105999469757, + 0.053819142282009125, + 0.03133586794137955, + 0.09584920108318329, + 0.24219681322574615, + 0.08042125403881073 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.002833282807841897 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036196685396134853 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036196685396134853, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036196685396134853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1413782238960266, + 0.1512516289949417, + 0.06437668204307556, + 0.01976054534316063, + 0.024214202538132668, + 0.13357077538967133, + 0.03873230516910553, + 0.07649002224206924, + 0.1948942244052887, + 0.1553313285112381 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.0036196685396134853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337010957300663 + ], + "opposite_logprob_tokens": [ + -3.408701181411743 + ], + "logprob_reward": -0.0337010957300663, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337010957300663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1341533660888672, + 0.07651704549789429, + 0.03966642916202545, + 0.052097588777542114, + 0.06684893369674683, + 0.08101656287908554, + 0.04969808831810951, + 0.0603436678647995, + 0.3277701139450073, + 0.11188822239637375 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0337010957300663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033709973096847534 + ], + "opposite_logprob_tokens": [ + -3.40871000289917 + ], + "logprob_reward": -0.033709973096847534, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033709973096847534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21042272448539734, + 0.17485174536705017, + 0.06263759732246399, + 0.03302663937211037, + 0.07209963351488113, + 0.10652920603752136, + 0.0368310809135437, + 0.17926834523677826, + 0.07630772888660431, + 0.04802534356713295 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.033709973096847534 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal, still macro photograph, perfectly level with the surface of a clear pond, its razor-sharp focus capturing the gentle, hypnotic undulations of the water's surface. Delicate, feathery leaves of the vibrant green Myriophyllum aquaticum emerge from the surface, their intricate spirals rhythmically swaying back and forth in a slow, fluid dance, driven by unseen currents. Each water-repellent leaf is rendered in ultra-detailed 4K, with countless tiny pearly bubbles clinging to its delicate structure, shimmering and catching the bright morning sunlight like microscopic diamonds. Direct sunlight creates sharp, crystalline highlights on the shimmering water's surface and casts shimmering, corroded patterns into the slightly blurred depths below, where out-of-focus greenery hints at a larger ecosystem. The camera's unwavering focus on the plants' gentle, repetitive movements creates a captivating and tranquil atmosphere, revealing the tranquil beauty of the miniature aquatic world in breathtaking detail.", + "seed": 12310, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_15/index_1302_seed_12310_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019052586518228054, + "vlm_logprob": -0.019052586518228054, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.019052586518228054, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03497493267059326 + ], + "opposite_logprob_tokens": [ + -3.534975051879883 + ], + "logprob_reward": -0.03497493267059326, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03497493267059326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19779376685619354, + 0.1090782880783081, + 0.044202450662851334, + 0.30130335688591003, + 0.1315760761499405, + 0.036866508424282074, + 0.0497167594730854, + 0.053851135075092316, + 0.024141386151313782, + 0.05147021636366844 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.03497493267059326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109513733536005 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.01109513733536005, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109513733536005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11570218950510025, + 0.05907610058784485, + 0.12744978070259094, + 0.07227000594139099, + 0.27033916115760803, + 0.03503313288092613, + 0.059841666370630264, + 0.06810460239648819, + 0.11802253872156143, + 0.07416084408760071 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.01109513733536005 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1905336081981659, + 0.06948808580636978, + 0.14149628579616547, + 0.05020960047841072, + 0.08857403695583344, + 0.11779624223709106, + 0.0374593548476696, + 0.12498041987419128, + 0.1033133864402771, + 0.07614891976118088 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199766330420971 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199766330420971, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199766330420971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22838859260082245, + 0.07052267342805862, + 0.09983497858047485, + 0.06608671694993973, + 0.049728211015462875, + 0.13790400326251984, + 0.057214926928281784, + 0.12334006279706955, + 0.10835149884223938, + 0.058628395199775696 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.014199766330420971 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635304629802704 + ], + "opposite_logprob_tokens": [ + -3.651353120803833 + ], + "logprob_reward": -0.02635304629802704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635304629802704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09349548816680908, + 0.030564866960048676, + 0.11360533535480499, + 0.19541649520397186, + 0.14149008691310883, + 0.082520492374897, + 0.07449018210172653, + 0.20358842611312866, + 0.040342044085264206, + 0.024486633017659187 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.02635304629802704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal, still macro photograph, perfectly level with the surface of a clear pond, its razor-sharp focus capturing the gentle, hypnotic undulations of the water's surface. Delicate, feathery leaves of the vibrant green Myriophyllum aquaticum emerge from the surface, their intricate spirals rhythmically swaying back and forth in a slow, fluid dance, driven by unseen currents. Each water-repellent leaf is rendered in ultra-detailed 4K, with countless tiny pearly bubbles clinging to its delicate structure, shimmering and catching the bright morning sunlight like microscopic diamonds. Direct sunlight creates sharp, crystalline highlights on the shimmering water's surface and casts shimmering, corroded patterns into the slightly blurred depths below, where out-of-focus greenery hints at a larger ecosystem. The camera's unwavering focus on the plants' gentle, repetitive movements creates a captivating and tranquil atmosphere, revealing the tranquil beauty of the miniature aquatic world in breathtaking detail.", + "seed": 12311, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_15/index_1302_seed_12311_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016774333268404006, + "vlm_logprob": -0.016774333268404006, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.016774333268404006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012583618983626366 + ], + "opposite_logprob_tokens": [ + -4.5125837326049805 + ], + "logprob_reward": -0.012583618983626366, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012583618983626366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2026922106742859, + 0.07162462919950485, + 0.04477981850504875, + 0.1490422487258911, + 0.023639969527721405, + 0.04104399308562279, + 0.19332417845726013, + 0.04517636448144913, + 0.1479843407869339, + 0.08069224655628204 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.012583618983626366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022072256542742252 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022072256542742252, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022072256542742252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12505769729614258, + 0.0482584685087204, + 0.057956695556640625, + 0.057021450251340866, + 0.01949240453541279, + 0.038020145148038864, + 0.32332104444503784, + 0.10408181697130203, + 0.15048080682754517, + 0.07630949467420578 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.0022072256542742252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046380325220525265 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.0046380325220525265, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046380325220525265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10356592386960983, + 0.18980243802070618, + 0.027586624026298523, + 0.05360366776585579, + 0.009371333755552769, + 0.01765865460038185, + 0.27771466970443726, + 0.03691796213388443, + 0.11187145859003067, + 0.1719072014093399 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.0046380325220525265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634468488395214 + ], + "opposite_logprob_tokens": [ + -3.6513447761535645 + ], + "logprob_reward": -0.02634468488395214, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634468488395214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05079895257949829, + 0.3449826240539551, + 0.014283547177910805, + 0.10515107214450836, + 0.037839125841856, + 0.04509438946843147, + 0.130805104970932, + 0.09819919615983963, + 0.12993408739566803, + 0.042911939322948456 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.02634468488395214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro photograph of a clear pond surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are delicate, feathery green Myriophyllum aquaticum leaves visible emerging from the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny pearly bubbles clinging to the leaves and shimmering in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves sway back and forth in a slow, fluid motion driven by currents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera focused sharply on the surface while the depths below are slightly blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809810429811478 + ], + "opposite_logprob_tokens": [ + -3.288098096847534 + ], + "logprob_reward": -0.03809810429811478, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809810429811478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08749351650476456, + 0.14427919685840607, + 0.04434718191623688, + 0.0371372327208519, + 0.01494584884494543, + 0.039102643728256226, + 0.1187925860285759, + 0.11030782014131546, + 0.054203953593969345, + 0.3493900001049042 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.03809810429811478 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_2/index_tensor([430, 430])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_2/index_tensor([430, 430])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..973bf76f111b2b940357f6deaffb466a6b2b0264 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_2/index_tensor([430, 430])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, dynamic tracking shot follows the two warriors as they clash fiercely, placing the viewer at the center of an epic showdown set in a rural Japanese courtyard. Under the night sky, a large, bright full moon hangs high in the inky black sky, its cold, silvery light bathing the earth, illuminating a ninja clad in a form-fitting black shinobi shōzoku (ninja uniform). His mask reveals only a pair of deadly eyes, his body crouched low, his stance as agile as a predator's. Facing him is a massive warrior clad in dark, lacquered yoroi armor (samurai armor). His helmet, with its menacing maedate (crescent-shaped forelock), gleams in the moonlight. He stands firm, his hands gripping a slender, curved katana. They journeyed between traditional wooden buildings and meticulously tended dry gardens. Paper lanterns hung from the eaves, emitting a warm, flickering glow that intertwined with the cool moonlight, casting long, twisting, dramatic shadows on the ground and on the sliding paper doors (shōji). As the samurai launched a sudden, powerful slash, the ninja swiftly and nimbly sidestepped, simultaneously blocking with his short, straight ninjatō (ninja sword). The two weapons collided in a flash, igniting a dazzling shower of sparks. With each swift block and swing, the moonlight flickered on the sharp blades like liquid metal, creating an atmosphere of intense, swift, and classical beauty.", + "seed": 17995, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_2/index_430_seed_17995_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10506427045911551, + "vlm_logprob": -0.10506427045911551, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.10506427045911551, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29978322982788086 + ], + "opposite_logprob_tokens": [ + -1.7997832298278809 + ], + "logprob_reward": -0.29978322982788086, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.29978322982788086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2817763090133667, + 0.12563137710094452, + 0.06669586151838303, + 0.06645912677049637, + 0.06794571876525879, + 0.1868487447500229, + 0.037897489964962006, + 0.10063887387514114, + 0.03074524737894535, + 0.03536123409867287 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.29978322982788086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127088263630867 + ], + "opposite_logprob_tokens": [ + -2.1270883083343506 + ], + "logprob_reward": -0.127088263630867, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.127088263630867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4606371521949768, + 0.07424072176218033, + 0.10679469257593155, + 0.0497700497508049, + 0.07397416234016418, + 0.08179423958063126, + 0.03131820261478424, + 0.037567272782325745, + 0.049866683781147, + 0.0340367928147316 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.127088263630867 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306385666131973 + ], + "opposite_logprob_tokens": [ + -3.1680638790130615 + ], + "logprob_reward": -0.04306385666131973, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306385666131973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22548791766166687, + 0.1959589123725891, + 0.07148535549640656, + 0.08605313301086426, + 0.12116115540266037, + 0.05207003280520439, + 0.07581662386655807, + 0.08685705810785294, + 0.04589465633034706, + 0.039215248078107834 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04306385666131973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736899726092815 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.006736899726092815, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736899726092815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12848369777202606, + 0.13089776039123535, + 0.0656731054186821, + 0.1335192620754242, + 0.21926672756671906, + 0.06164423003792763, + 0.09006863087415695, + 0.05882785841822624, + 0.0490899458527565, + 0.06252879649400711 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.006736899726092815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048649102449417114 + ], + "opposite_logprob_tokens": [ + -3.0486490726470947 + ], + "logprob_reward": -0.048649102449417114, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048649102449417114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1773868203163147, + 0.08464104682207108, + 0.12089832872152328, + 0.050721172243356705, + 0.20315749943256378, + 0.06412365287542343, + 0.04951384663581848, + 0.11026929318904877, + 0.04750320315361023, + 0.09178512543439865 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.048649102449417114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows the two warriors as they clash fiercely, placing the viewer at the center of an epic showdown set in a rural Japanese courtyard. Under the night sky, a large, bright full moon hangs high in the inky black sky, its cold, silvery light bathing the earth, illuminating a ninja clad in a form-fitting black shinobi shōzoku (ninja uniform). His mask reveals only a pair of deadly eyes, his body crouched low, his stance as agile as a predator's. Facing him is a massive warrior clad in dark, lacquered yoroi armor (samurai armor). His helmet, with its menacing maedate (crescent-shaped forelock), gleams in the moonlight. He stands firm, his hands gripping a slender, curved katana. They journeyed between traditional wooden buildings and meticulously tended dry gardens. Paper lanterns hung from the eaves, emitting a warm, flickering glow that intertwined with the cool moonlight, casting long, twisting, dramatic shadows on the ground and on the sliding paper doors (shōji). As the samurai launched a sudden, powerful slash, the ninja swiftly and nimbly sidestepped, simultaneously blocking with his short, straight ninjatō (ninja sword). The two weapons collided in a flash, igniting a dazzling shower of sparks. With each swift block and swing, the moonlight flickered on the sharp blades like liquid metal, creating an atmosphere of intense, swift, and classical beauty.", + "seed": 17996, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_2/index_430_seed_17996_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11636930955573917, + "vlm_logprob": -0.11636930955573917, + "vlm_yes_no_margin": 3.6000000119209288, + "vlm_token_credit": -0.11636930955573917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5112099051475525 + ], + "opposite_logprob_tokens": [ + -1.2612099647521973 + ], + "logprob_reward": -0.5112099051475525, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.5112099051475525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37461045384407043, + 0.1806783825159073, + 0.09607388079166412, + 0.06957415491342545, + 0.09248203784227371, + 0.028440291061997414, + 0.043393246829509735, + 0.031883105635643005, + 0.029248254373669624, + 0.053616251796483994 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.5112099051475525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814607113599777 + ], + "opposite_logprob_tokens": [ + -3.2881460189819336 + ], + "logprob_reward": -0.03814607113599777, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814607113599777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45604994893074036, + 0.1389995813369751, + 0.06246645003557205, + 0.08644940704107285, + 0.05232871696352959, + 0.026922013610601425, + 0.048855774104595184, + 0.024094179272651672, + 0.06854312866926193, + 0.035290803760290146 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03814607113599777 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203409664332867 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203409664332867, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203409664332867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17127138376235962, + 0.322354257106781, + 0.17840604484081268, + 0.07439476251602173, + 0.04242919757962227, + 0.02622065320611, + 0.05219590291380882, + 0.043036799877882004, + 0.02298606000840664, + 0.06670495122671127 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.014203409664332867 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095975775271654 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095975775271654, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095975775271654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27506524324417114, + 0.10927369445562363, + 0.14422743022441864, + 0.1484314650297165, + 0.05832129344344139, + 0.0441591814160347, + 0.05974414944648743, + 0.05109284818172455, + 0.032942503690719604, + 0.07674219459295273 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.004095975775271654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191186055541039 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191186055541039, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191186055541039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2521840035915375, + 0.1749797761440277, + 0.08401809632778168, + 0.084285207092762, + 0.06730636954307556, + 0.05270792543888092, + 0.07990209758281708, + 0.033272888511419296, + 0.08615130931138992, + 0.08519238978624344 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.014191186055541039 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows the two warriors as they clash fiercely, placing the viewer at the center of an epic showdown set in a rural Japanese courtyard. Under the night sky, a large, bright full moon hangs high in the inky black sky, its cold, silvery light bathing the earth, illuminating a ninja clad in a form-fitting black shinobi shōzoku (ninja uniform). His mask reveals only a pair of deadly eyes, his body crouched low, his stance as agile as a predator's. Facing him is a massive warrior clad in dark, lacquered yoroi armor (samurai armor). His helmet, with its menacing maedate (crescent-shaped forelock), gleams in the moonlight. He stands firm, his hands gripping a slender, curved katana. They journeyed between traditional wooden buildings and meticulously tended dry gardens. Paper lanterns hung from the eaves, emitting a warm, flickering glow that intertwined with the cool moonlight, casting long, twisting, dramatic shadows on the ground and on the sliding paper doors (shōji). As the samurai launched a sudden, powerful slash, the ninja swiftly and nimbly sidestepped, simultaneously blocking with his short, straight ninjatō (ninja sword). The two weapons collided in a flash, igniting a dazzling shower of sparks. With each swift block and swing, the moonlight flickered on the sharp blades like liquid metal, creating an atmosphere of intense, swift, and classical beauty.", + "seed": 17997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_2/index_430_seed_17997_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1685499781742692, + "vlm_logprob": -0.1685499781742692, + "vlm_yes_no_margin": 2.4750000119209288, + "vlm_token_credit": -0.1685499781742692, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5235657095909119 + ], + "opposite_logprob_tokens": [ + -1.2735657691955566 + ], + "logprob_reward": -0.5235657095909119, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.5235657095909119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2550698518753052, + 0.11505866050720215, + 0.07742023468017578, + 0.10090260207653046, + 0.05248023569583893, + 0.026187801733613014, + 0.09380971640348434, + 0.032219987362623215, + 0.1725696325302124, + 0.0742812380194664 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.5235657095909119 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604192852973938 + ], + "opposite_logprob_tokens": [ + -1.910419225692749 + ], + "logprob_reward": -0.1604192852973938, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604192852973938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3076217770576477, + 0.08650472015142441, + 0.08514703065156937, + 0.09532233327627182, + 0.050141558051109314, + 0.0239858441054821, + 0.07371335476636887, + 0.023197682574391365, + 0.17347079515457153, + 0.08089487254619598 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.1604192852973938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031916201114655 + ], + "opposite_logprob_tokens": [ + -2.3503191471099854 + ], + "logprob_reward": -0.10031916201114655, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031916201114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15377277135849, + 0.07697371393442154, + 0.1597723662853241, + 0.054621826857328415, + 0.0396357923746109, + 0.06392154097557068, + 0.13277651369571686, + 0.10953550040721893, + 0.1176256462931633, + 0.091364286839962 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.10031916201114655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784595109522343 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784595109522343, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784595109522343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16606569290161133, + 0.06981275230646133, + 0.14371469616889954, + 0.07524946331977844, + 0.035881102085113525, + 0.03422176465392113, + 0.10447483509778976, + 0.04939957708120346, + 0.17902685701847076, + 0.14215324819087982 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.009784595109522343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048661138862371445 + ], + "opposite_logprob_tokens": [ + -3.048661231994629 + ], + "logprob_reward": -0.048661138862371445, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048661138862371445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10798647254705429, + 0.08051648736000061, + 0.13540081679821014, + 0.06831532716751099, + 0.05528990179300308, + 0.04817689210176468, + 0.11363523453474045, + 0.03213246539235115, + 0.16005562245845795, + 0.19849082827568054 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.048661138862371445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, dynamic tracking shot follows the two warriors as they clash fiercely, placing the viewer at the center of an epic showdown set in a rural Japanese courtyard. Under the night sky, a large, bright full moon hangs high in the inky black sky, its cold, silvery light bathing the earth, illuminating a ninja clad in a form-fitting black shinobi shōzoku (ninja uniform). His mask reveals only a pair of deadly eyes, his body crouched low, his stance as agile as a predator's. Facing him is a massive warrior clad in dark, lacquered yoroi armor (samurai armor). His helmet, with its menacing maedate (crescent-shaped forelock), gleams in the moonlight. He stands firm, his hands gripping a slender, curved katana. They journeyed between traditional wooden buildings and meticulously tended dry gardens. Paper lanterns hung from the eaves, emitting a warm, flickering glow that intertwined with the cool moonlight, casting long, twisting, dramatic shadows on the ground and on the sliding paper doors (shōji). As the samurai launched a sudden, powerful slash, the ninja swiftly and nimbly sidestepped, simultaneously blocking with his short, straight ninjatō (ninja sword). The two weapons collided in a flash, igniting a dazzling shower of sparks. With each swift block and swing, the moonlight flickered on the sharp blades like liquid metal, creating an atmosphere of intense, swift, and classical beauty.", + "seed": 17998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_2/index_430_seed_17998_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2116296449676156, + "vlm_logprob": -0.2116296449676156, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.2116296449676156, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.7486792802810669 + ], + "opposite_logprob_tokens": [ + -0.8736792802810669 + ], + "logprob_reward": -0.7486792802810669, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.7486792802810669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13440503180027008, + 0.08573984354734421, + 0.1977541148662567, + 0.19569915533065796, + 0.02550501935184002, + 0.050465475767850876, + 0.1259840726852417, + 0.03358673304319382, + 0.0898962989449501, + 0.06096426770091057 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.7486792802810669 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799202263355255 + ], + "opposite_logprob_tokens": [ + -1.8049201965332031 + ], + "logprob_reward": -0.1799202263355255, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799202263355255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24041029810905457, + 0.1808413863182068, + 0.08632403612136841, + 0.04502537474036217, + 0.02902541495859623, + 0.07329440116882324, + 0.11281842738389969, + 0.10794196277856827, + 0.027616968378424644, + 0.09670176357030869 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.1799202263355255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205299124121666 + ], + "opposite_logprob_tokens": [ + -2.8120529651641846 + ], + "logprob_reward": -0.06205299124121666, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205299124121666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10479123890399933, + 0.030406344681978226, + 0.0357447974383831, + 0.07116876542568207, + 0.031135570257902145, + 0.06622611731290817, + 0.10432005673646927, + 0.1899539679288864, + 0.23408143222332, + 0.13217169046401978 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.06205299124121666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540415860712528 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540415860712528, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540415860712528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11822130531072617, + 0.04299464821815491, + 0.09286682307720184, + 0.061899397522211075, + 0.05186600983142853, + 0.09346267580986023, + 0.13552512228488922, + 0.18640074133872986, + 0.07424230128526688, + 0.14252100884914398 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.012540415860712528 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a rural Japanese courtyard with traditional wooden buildings and dry gardens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a ninja wearing a black shinobi shōzoku (uniform) and a mask visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive warrior wearing dark lacquered yoroi armor with a helmet featuring a crescent-shaped maedate visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two warriors clash with weapons colliding to create a shower of sparks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495531111955643 + ], + "opposite_logprob_tokens": [ + -2.929955244064331 + ], + "logprob_reward": -0.05495531111955643, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495531111955643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08610739558935165, + 0.02687319554388523, + 0.12445651739835739, + 0.08241184055805206, + 0.06650493294000626, + 0.03541741520166397, + 0.14814969897270203, + 0.0688776820898056, + 0.19627182185649872, + 0.16492949426174164 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.05495531111955643 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_3/index_tensor([5429, 5429])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_3/index_tensor([5429, 5429])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f454647a53974765d5aaa450e92ac6649bf31e7c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_3/index_tensor([5429, 5429])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up captures the mesmerizing transformation of a perfectly polished, deep black marble surface, patterned with delicate white veins, executing a rapid, continuous 360-degree orbit. Initially, a perfectly circular puddle of liquid emanates a warm, inner golden-amber glow, its light casting soft, dancing reflections across the mirror-like surface. As the camera rapidly rotates, the liquid visibly and relentlessly solidifies, a process that begins at the outer edges and crystallizes inward. The once-smooth surface erupts with intricate, branching crystalline structures that capture and refract the internal light, causing the entire substance to shimmer intensely. The fluid's movement ceases completely, solidifying into a solid, translucent gel whose texture is now faceted, jewel-like, while a faint, shimmering vapor gently rises, hinting at a warm, aromatic aroma in the dimly lit room. A mysterious setting.", + "seed": 32288, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_3/index_5429_seed_32288_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.31322490256279706, + "vlm_logprob": -0.31322490256279706, + "vlm_yes_no_margin": 2.0249999523162843, + "vlm_token_credit": -0.31322490256279706, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8989650011062622 + ], + "opposite_logprob_tokens": [ + -0.5239650011062622 + ], + "logprob_reward": -0.8989650011062622, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8989650011062622, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26145854592323303, + 0.0393437035381794, + 0.07745090126991272, + 0.12001405656337738, + 0.19226376712322235, + 0.041733283549547195, + 0.027372347190976143, + 0.022042810916900635, + 0.07267915457487106, + 0.14564143121242523 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.8989650011062622 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018219612538814545 + ], + "opposite_logprob_tokens": [ + -4.018219470977783 + ], + "logprob_reward": -0.018219612538814545, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018219612538814545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21212159097194672, + 0.06764081120491028, + 0.10159191489219666, + 0.14390985667705536, + 0.24239125847816467, + 0.034476764500141144, + 0.0217619426548481, + 0.022939303889870644, + 0.09105201065540314, + 0.06211455538868904 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.018219612538814545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210931025445461 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210931025445461, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210931025445461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2850051522254944, + 0.08863593637943268, + 0.12843765318393707, + 0.054258283227682114, + 0.24985358119010925, + 0.07211284339427948, + 0.014583638869225979, + 0.015852266922593117, + 0.04998060688376427, + 0.041280023753643036 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014210931025445461 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743148684501648 + ], + "opposite_logprob_tokens": [ + -0.9743148684501648 + ], + "logprob_reward": -0.4743148684501648, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743148684501648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06262055784463882, + 0.049684930592775345, + 0.05743188038468361, + 0.06916502863168716, + 0.5049530267715454, + 0.1407281905412674, + 0.044904924929142, + 0.015035602264106274, + 0.02424137480556965, + 0.031234538182616234 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.4743148684501648 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041409969329834 + ], + "opposite_logprob_tokens": [ + -1.9104140996932983 + ], + "logprob_reward": -0.16041409969329834, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041409969329834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07540910691022873, + 0.03208032622933388, + 0.11108332872390747, + 0.048362016677856445, + 0.5507313013076782, + 0.03262213617563248, + 0.019557781517505646, + 0.015134504064917564, + 0.06007225438952446, + 0.054947223514318466 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.16041409969329834 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up captures the mesmerizing transformation of a perfectly polished, deep black marble surface, patterned with delicate white veins, executing a rapid, continuous 360-degree orbit. Initially, a perfectly circular puddle of liquid emanates a warm, inner golden-amber glow, its light casting soft, dancing reflections across the mirror-like surface. As the camera rapidly rotates, the liquid visibly and relentlessly solidifies, a process that begins at the outer edges and crystallizes inward. The once-smooth surface erupts with intricate, branching crystalline structures that capture and refract the internal light, causing the entire substance to shimmer intensely. The fluid's movement ceases completely, solidifying into a solid, translucent gel whose texture is now faceted, jewel-like, while a faint, shimmering vapor gently rises, hinting at a warm, aromatic aroma in the dimly lit room. A mysterious setting.", + "seed": 32289, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_3/index_5429_seed_32289_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16524935849010944, + "vlm_logprob": -0.16524935849010944, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.16524935849010944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09071454405784607 + ], + "opposite_logprob_tokens": [ + -2.465714454650879 + ], + "logprob_reward": -0.09071454405784607, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09071454405784607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13760630786418915, + 0.10344427824020386, + 0.21344879269599915, + 0.06042344123125076, + 0.03296370059251785, + 0.2610726058483124, + 0.04911472648382187, + 0.019919274374842644, + 0.08616815507411957, + 0.03583872690796852 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.09071454405784607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008664986118674278 + ], + "opposite_logprob_tokens": [ + -4.758665084838867 + ], + "logprob_reward": -0.008664986118674278, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008664986118674278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19283923506736755, + 0.13941378891468048, + 0.2567337155342102, + 0.0424916110932827, + 0.028715096414089203, + 0.1464734673500061, + 0.03645174950361252, + 0.026957010850310326, + 0.07445225864648819, + 0.05547214299440384 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.008664986118674278 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308087006211281 + ], + "opposite_logprob_tokens": [ + -3.1680808067321777 + ], + "logprob_reward": -0.04308087006211281, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308087006211281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07650764286518097, + 0.07440925389528275, + 0.1749098300933838, + 0.19407406449317932, + 0.06707332283258438, + 0.12018260359764099, + 0.06240289658308029, + 0.06966827064752579, + 0.08392535150051117, + 0.07684680074453354 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.04308087006211281 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037297248840332 + ], + "opposite_logprob_tokens": [ + -1.9103729724884033 + ], + "logprob_reward": -0.16037297248840332, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037297248840332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07748757302761078, + 0.07608533650636673, + 0.2481556385755539, + 0.28307679295539856, + 0.051059823483228683, + 0.11359888315200806, + 0.05951472744345665, + 0.015216146595776081, + 0.027379492297768593, + 0.04842563718557358 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.16037297248840332 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234134197235107 + ], + "opposite_logprob_tokens": [ + -0.8984134197235107 + ], + "logprob_reward": -0.5234134197235107, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234134197235107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07294539362192154, + 0.03424501419067383, + 0.2805714011192322, + 0.06790048629045486, + 0.09747664630413055, + 0.18988412618637085, + 0.037819694727659225, + 0.018029876053333282, + 0.10389875620603561, + 0.09722856432199478 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.5234134197235107 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up captures the mesmerizing transformation of a perfectly polished, deep black marble surface, patterned with delicate white veins, executing a rapid, continuous 360-degree orbit. Initially, a perfectly circular puddle of liquid emanates a warm, inner golden-amber glow, its light casting soft, dancing reflections across the mirror-like surface. As the camera rapidly rotates, the liquid visibly and relentlessly solidifies, a process that begins at the outer edges and crystallizes inward. The once-smooth surface erupts with intricate, branching crystalline structures that capture and refract the internal light, causing the entire substance to shimmer intensely. The fluid's movement ceases completely, solidifying into a solid, translucent gel whose texture is now faceted, jewel-like, while a faint, shimmering vapor gently rises, hinting at a warm, aromatic aroma in the dimly lit room. A mysterious setting.", + "seed": 32290, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_3/index_5429_seed_32290_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15614589005708696, + "vlm_logprob": -0.15614589005708696, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.15614589005708696, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16193464398384094 + ], + "opposite_logprob_tokens": [ + -1.9119346141815186 + ], + "logprob_reward": -0.16193464398384094, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16193464398384094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10051670670509338, + 0.029736308380961418, + 0.04798569902777672, + 0.02527659386396408, + 0.11963877081871033, + 0.04043133184313774, + 0.02977660484611988, + 0.4302031695842743, + 0.12342090159654617, + 0.05301390588283539 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.16193464398384094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006760699674487114 + ], + "opposite_logprob_tokens": [ + -5.006760597229004 + ], + "logprob_reward": -0.006760699674487114, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006760699674487114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11023640632629395, + 0.06503940373659134, + 0.045641280710697174, + 0.04100611433386803, + 0.06324347108602524, + 0.02718220092356205, + 0.0573795847594738, + 0.517099916934967, + 0.05436437204480171, + 0.01880726031959057 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.006760699674487114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308688774704933 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308688774704933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308688774704933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03705017641186714, + 0.023481162264943123, + 0.01634473167359829, + 0.025886449962854385, + 0.3832937180995941, + 0.03908582776784897, + 0.021240420639514923, + 0.3718378245830536, + 0.03538355976343155, + 0.04639608785510063 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.023308688774704933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38710305094718933 + ], + "opposite_logprob_tokens": [ + -1.1371030807495117 + ], + "logprob_reward": -0.38710305094718933, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38710305094718933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08307915180921555, + 0.019949745386838913, + 0.026213781908154488, + 0.018645592033863068, + 0.33984628319740295, + 0.09273811429738998, + 0.0273754745721817, + 0.1498153805732727, + 0.17587168514728546, + 0.0664648786187172 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.38710305094718933 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016223669052124 + ], + "opposite_logprob_tokens": [ + -1.7016223669052124 + ], + "logprob_reward": -0.2016223669052124, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016223669052124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053325146436691284, + 0.03250402957201004, + 0.03139353170990944, + 0.03285343199968338, + 0.16410964727401733, + 0.040466200560331345, + 0.18268786370754242, + 0.22671955823898315, + 0.18755409121513367, + 0.04838648810982704 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.2016223669052124 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up captures the mesmerizing transformation of a perfectly polished, deep black marble surface, patterned with delicate white veins, executing a rapid, continuous 360-degree orbit. Initially, a perfectly circular puddle of liquid emanates a warm, inner golden-amber glow, its light casting soft, dancing reflections across the mirror-like surface. As the camera rapidly rotates, the liquid visibly and relentlessly solidifies, a process that begins at the outer edges and crystallizes inward. The once-smooth surface erupts with intricate, branching crystalline structures that capture and refract the internal light, causing the entire substance to shimmer intensely. The fluid's movement ceases completely, solidifying into a solid, translucent gel whose texture is now faceted, jewel-like, while a faint, shimmering vapor gently rises, hinting at a warm, aromatic aroma in the dimly lit room. A mysterious setting.", + "seed": 32291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_3/index_5429_seed_32291_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3878285279497504, + "vlm_logprob": -0.3878285279497504, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.3878285279497504, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47637248039245605 + ], + "opposite_logprob_tokens": [ + -0.976372480392456 + ], + "logprob_reward": -0.47637248039245605, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47637248039245605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1571938693523407, + 0.12568318843841553, + 0.1676863580942154, + 0.07157094776630402, + 0.04994792491197586, + 0.06823863834142685, + 0.03729134052991867, + 0.1061016172170639, + 0.14503701031208038, + 0.07124912738800049 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.47637248039245605 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003639979287981987 + ], + "opposite_logprob_tokens": [ + -5.628640174865723 + ], + "logprob_reward": -0.003639979287981987, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003639979287981987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17684601247310638, + 0.08408421277999878, + 0.37981918454170227, + 0.04790038615465164, + 0.049641143530607224, + 0.041449617594480515, + 0.04195285588502884, + 0.041475437581539154, + 0.09686247259378433, + 0.039968717843294144 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.003639979287981987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794038720428944 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794038720428944, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794038720428944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23093527555465698, + 0.041476618498563766, + 0.18854495882987976, + 0.054440878331661224, + 0.08362922817468643, + 0.061247337609529495, + 0.08788842707872391, + 0.06769829243421555, + 0.11281997710466385, + 0.07131894677877426 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.009794038720428944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236547470092773 + ], + "opposite_logprob_tokens": [ + -0.34865471720695496 + ], + "logprob_reward": -1.2236547470092773, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236547470092773, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07713925093412399, + 0.05722803622484207, + 0.15867561101913452, + 0.1065438985824585, + 0.07808724045753479, + 0.11636590212583542, + 0.10168680548667908, + 0.058492984622716904, + 0.1512821465730667, + 0.09449812769889832 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -1.2236547470092773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a deep black marble surface with white veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a perfectly circular puddle of liquid with a warm golden-amber inner glow appear initially?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the liquid visibly solidify from the outer edges inward into a faceted, translucent gel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid, continuous 360-degree orbit around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a faint, shimmering vapor rise from the solidified substance in the dimly lit room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256813943386078 + ], + "opposite_logprob_tokens": [ + -1.6006814241409302 + ], + "logprob_reward": -0.2256813943386078, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256813943386078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21219684183597565, + 0.08225128054618835, + 0.043215978890657425, + 0.06024586409330368, + 0.04461953043937683, + 0.13033266365528107, + 0.08108653128147125, + 0.12030292302370071, + 0.07824955880641937, + 0.14749884605407715 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.2256813943386078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_4/index_tensor([490, 490])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_4/index_tensor([490, 490])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..67b85a0d0a5dd02fc5f9eef0ec3df990d3a993d5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_4/index_tensor([490, 490])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Captured from a slightly elevated angle with a macro lens, this extreme close-up, perfectly still shot, offers a close-up look at a downy chick, its feathers a vibrant canary yellow. The chick, its beady black eyes nearly open, is almost completely enveloped by its mother's pristine white feathers, which form a soft, protective fortress around it. Instinctively and tenderly, the chick slowly wiggles its tiny head and body deeper into the dense, warm wall of feathers, a subtle, almost imperceptible search for comfort. Bathed in a soft, warm, and diffuse light, the scene captures the ethereal texture of the chick's down and defines the intricate structure of each parent feather with razor-sharp focus. With a shallow depth of field, the background blurs into a soft-focus tapestry of golden straw, creating a serene, warm atmosphere of pure safety and tenderness. The entire delicate movement is captured in ultra-high definition, rendering every detail with crystal clarity.", + "seed": 33028, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_4/index_490_seed_33028_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015920115914195777, + "vlm_logprob": -0.015920115914195777, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.015920115914195777, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008200190961360931 + ], + "opposite_logprob_tokens": [ + -4.883200168609619 + ], + "logprob_reward": -0.008200190961360931, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008200190961360931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444857269525528, + 0.0667036771774292, + 0.019217221066355705, + 0.03525443375110626, + 0.05359729006886482, + 0.20093326270580292, + 0.06899243593215942, + 0.33385998010635376, + 0.017580093815922737, + 0.059375908225774765 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.008200190961360931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012575025670230389 + ], + "opposite_logprob_tokens": [ + -4.387575149536133 + ], + "logprob_reward": -0.012575025670230389, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012575025670230389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09976257383823395, + 0.1173197403550148, + 0.034711673855781555, + 0.15988516807556152, + 0.06675782799720764, + 0.12328322976827621, + 0.06309796124696732, + 0.09030420333147049, + 0.0369722917675972, + 0.2079053521156311 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.012575025670230389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043071165680885315 + ], + "opposite_logprob_tokens": [ + -3.1680712699890137 + ], + "logprob_reward": -0.043071165680885315, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043071165680885315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056418243795633316, + 0.1030324399471283, + 0.030279379338026047, + 0.1283976286649704, + 0.06387815624475479, + 0.1813056468963623, + 0.060107745230197906, + 0.10838884115219116, + 0.2172352820634842, + 0.050956640392541885 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.043071165680885315 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951777566224337 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951777566224337, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951777566224337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26862460374832153, + 0.07445301115512848, + 0.041910700500011444, + 0.026987144723534584, + 0.10486101359128952, + 0.16216427087783813, + 0.0632547065615654, + 0.11899343132972717, + 0.04357777163386345, + 0.09517335891723633 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.005951777566224337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009802419692277908 + ], + "opposite_logprob_tokens": [ + -4.634802341461182 + ], + "logprob_reward": -0.009802419692277908, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009802419692277908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13894273340702057, + 0.0598825067281723, + 0.02583242952823639, + 0.04938269406557083, + 0.06843971461057663, + 0.2284480333328247, + 0.07791085541248322, + 0.2225193828344345, + 0.05870269984006882, + 0.06993895024061203 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.009802419692277908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured from a slightly elevated angle with a macro lens, this extreme close-up, perfectly still shot, offers a close-up look at a downy chick, its feathers a vibrant canary yellow. The chick, its beady black eyes nearly open, is almost completely enveloped by its mother's pristine white feathers, which form a soft, protective fortress around it. Instinctively and tenderly, the chick slowly wiggles its tiny head and body deeper into the dense, warm wall of feathers, a subtle, almost imperceptible search for comfort. Bathed in a soft, warm, and diffuse light, the scene captures the ethereal texture of the chick's down and defines the intricate structure of each parent feather with razor-sharp focus. With a shallow depth of field, the background blurs into a soft-focus tapestry of golden straw, creating a serene, warm atmosphere of pure safety and tenderness. The entire delicate movement is captured in ultra-high definition, rendering every detail with crystal clarity.", + "seed": 33029, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_4/index_490_seed_33029_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05043256809003651, + "vlm_logprob": -0.05043256809003651, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.05043256809003651, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18055026233196259 + ], + "opposite_logprob_tokens": [ + -1.805550217628479 + ], + "logprob_reward": -0.18055026233196259, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18055026233196259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1666838824748993, + 0.1709107607603073, + 0.04070712625980377, + 0.04647396504878998, + 0.06464230269193649, + 0.2414579838514328, + 0.10140953212976456, + 0.044847115874290466, + 0.052816685289144516, + 0.07005056738853455 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.18055026233196259 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011107044294476509 + ], + "opposite_logprob_tokens": [ + -4.511106967926025 + ], + "logprob_reward": -0.011107044294476509, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011107044294476509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08726496249437332, + 0.12025143206119537, + 0.054141342639923096, + 0.09940887242555618, + 0.12202409654855728, + 0.11496742069721222, + 0.08414337038993835, + 0.11498459428548813, + 0.0984184592962265, + 0.10439546406269073 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.011107044294476509 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486648827791214 + ], + "opposite_logprob_tokens": [ + -3.0486648082733154 + ], + "logprob_reward": -0.0486648827791214, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486648827791214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06401260197162628, + 0.04124295711517334, + 0.041663844138383865, + 0.09520997107028961, + 0.0812104269862175, + 0.43960559368133545, + 0.02739417552947998, + 0.09653700888156891, + 0.02761765941977501, + 0.08550582826137543 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.0486648827791214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031919742468744516 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031919742468744516, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031919742468744516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10909271240234375, + 0.1774459034204483, + 0.07908114790916443, + 0.07130519300699234, + 0.08461451530456543, + 0.25882619619369507, + 0.07902287691831589, + 0.03584624454379082, + 0.04893064126372337, + 0.055834557861089706 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.0031919742468744516 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648676797747612 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648676797747612, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648676797747612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11434739083051682, + 0.12002060562372208, + 0.03293394297361374, + 0.06591086834669113, + 0.17111866176128387, + 0.2454328089952469, + 0.09492696076631546, + 0.029949143528938293, + 0.054168011993169785, + 0.07119157165288925 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.008648676797747612 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured from a slightly elevated angle with a macro lens, this extreme close-up, perfectly still shot, offers a close-up look at a downy chick, its feathers a vibrant canary yellow. The chick, its beady black eyes nearly open, is almost completely enveloped by its mother's pristine white feathers, which form a soft, protective fortress around it. Instinctively and tenderly, the chick slowly wiggles its tiny head and body deeper into the dense, warm wall of feathers, a subtle, almost imperceptible search for comfort. Bathed in a soft, warm, and diffuse light, the scene captures the ethereal texture of the chick's down and defines the intricate structure of each parent feather with razor-sharp focus. With a shallow depth of field, the background blurs into a soft-focus tapestry of golden straw, creating a serene, warm atmosphere of pure safety and tenderness. The entire delicate movement is captured in ultra-high definition, rendering every detail with crystal clarity.", + "seed": 33030, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_4/index_490_seed_33030_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013960716780275106, + "vlm_logprob": -0.013960716780275106, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.013960716780275106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011647789739072323 + ], + "opposite_logprob_tokens": [ + -4.511647701263428 + ], + "logprob_reward": -0.011647789739072323, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011647789739072323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10656628012657166, + 0.09521661698818207, + 0.07530459761619568, + 0.0700739175081253, + 0.34630197286605835, + 0.07288548350334167, + 0.06711351871490479, + 0.05562072619795799, + 0.06596092879772186, + 0.04495590552687645 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.011647789739072323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00676212040707469 + ], + "opposite_logprob_tokens": [ + -5.0067620277404785 + ], + "logprob_reward": -0.00676212040707469, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00676212040707469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06480146944522858, + 0.34438762068748474, + 0.043156158179044724, + 0.07336531579494476, + 0.10273101925849915, + 0.03561927378177643, + 0.03446738049387932, + 0.06940145790576935, + 0.18355773389339447, + 0.048512622714042664 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.00676212040707469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810648247599602 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.03810648247599602, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810648247599602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17725799977779388, + 0.15143346786499023, + 0.09856860339641571, + 0.06167029216885567, + 0.12067780643701553, + 0.10764765739440918, + 0.0617377944290638, + 0.08014395087957382, + 0.0475870706140995, + 0.09327537566423416 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03810648247599602 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640286788344383 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.004640286788344383, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640286788344383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11110095679759979, + 0.21518343687057495, + 0.29378393292427063, + 0.06868412345647812, + 0.062029242515563965, + 0.040904685854911804, + 0.030867457389831543, + 0.09763632714748383, + 0.049020133912563324, + 0.03078967146575451 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.004640286788344383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646904490888119 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008646904490888119, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646904490888119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14762534201145172, + 0.11785344779491425, + 0.08676107972860336, + 0.031880151480436325, + 0.11326710134744644, + 0.07161411643028259, + 0.11917829513549805, + 0.1018184944987297, + 0.14041633903980255, + 0.0695856437087059 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.008646904490888119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured from a slightly elevated angle with a macro lens, this extreme close-up, perfectly still shot, offers a close-up look at a downy chick, its feathers a vibrant canary yellow. The chick, its beady black eyes nearly open, is almost completely enveloped by its mother's pristine white feathers, which form a soft, protective fortress around it. Instinctively and tenderly, the chick slowly wiggles its tiny head and body deeper into the dense, warm wall of feathers, a subtle, almost imperceptible search for comfort. Bathed in a soft, warm, and diffuse light, the scene captures the ethereal texture of the chick's down and defines the intricate structure of each parent feather with razor-sharp focus. With a shallow depth of field, the background blurs into a soft-focus tapestry of golden straw, creating a serene, warm atmosphere of pure safety and tenderness. The entire delicate movement is captured in ultra-high definition, rendering every detail with crystal clarity.", + "seed": 33031, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_4/index_490_seed_33031_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.017168481927365066, + "vlm_logprob": -0.017168481927365066, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.017168481927365066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01869685761630535 + ], + "opposite_logprob_tokens": [ + -4.0186967849731445 + ], + "logprob_reward": -0.01869685761630535, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01869685761630535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045992497354745865, + 0.07807265222072601, + 0.03445979952812195, + 0.042295679450035095, + 0.029400890693068504, + 0.6581014394760132, + 0.010875603184103966, + 0.02399395778775215, + 0.06202976033091545, + 0.014777692966163158 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.01869685761630535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018237639218568802 + ], + "opposite_logprob_tokens": [ + -4.018237590789795 + ], + "logprob_reward": -0.018237639218568802, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018237639218568802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04433296248316765, + 0.024182533845305443, + 0.034260548651218414, + 0.038973841816186905, + 0.11793027818202972, + 0.45599448680877686, + 0.04896886274218559, + 0.17802399396896362, + 0.03494785353541374, + 0.022384583950042725 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.018237639218568802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033711470663547516 + ], + "opposite_logprob_tokens": [ + -3.4087114334106445 + ], + "logprob_reward": -0.033711470663547516, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033711470663547516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055163703858852386, + 0.019231045618653297, + 0.03516935929656029, + 0.025424225255846977, + 0.041825175285339355, + 0.7496780753135681, + 0.01515642087906599, + 0.01992831565439701, + 0.028500400483608246, + 0.009923244826495647 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.033711470663547516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040994188748300076 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.0040994188748300076, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040994188748300076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03972790762782097, + 0.0678812637925148, + 0.13010011613368988, + 0.030502095818519592, + 0.0422031506896019, + 0.5905264616012573, + 0.03546841815114021, + 0.029667269438505173, + 0.013142907992005348, + 0.02078048139810562 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.0040994188748300076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a downy chick with vibrant canary yellow feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chick almost completely enveloped by its mother's pristine white feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chick slowly wiggle its tiny head and body deeper into the mother's feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of golden straw with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured from a slightly elevated angle with a macro lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011097023263573647 + ], + "opposite_logprob_tokens": [ + -4.511096954345703 + ], + "logprob_reward": -0.011097023263573647, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011097023263573647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08114134520292282, + 0.07479732483625412, + 0.043007247149944305, + 0.02860630303621292, + 0.07999670505523682, + 0.4741864800453186, + 0.08174161612987518, + 0.06075531616806984, + 0.04109391197562218, + 0.034673791378736496 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.011097023263573647 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_5/index_tensor([7575, 7575])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_5/index_tensor([7575, 7575])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9ebf8791bb267a88728f45300fa24762003a3af7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_5/index_tensor([7575, 7575])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot, tilted slightly upward to enhance its grandeur, focuses on the noble face of a bronze warrior statue, rendered entirely in a stark black and white sketch-like style. The camera remains perfectly still, allowing every minute detail to dominate the frame. Heavy, deliberate crosshatching and deep, velvety graphite shadows sculpt its stoic features—a strong jawline, a straight, classical nose, and hollow eye sockets lost in the profound darkness. A single, strong light source from the side creates a dramatic black-and-white contrast, highlighting the metallic sheen along the facial ridges. Slowly and relentlessly, a network of fine cracks begins to spiderweb across the cheek's cold surface. As the cracks deepen, tiny, sharp flakes of the ancient patina delicately lift and break away from the metal surface, shattering. These fragments hover for a moment before drifting silently downward, dissolving into the absolute darkness of the dark, empty void that serves as the backdrop, creating a powerful and somber atmosphere of inevitable decay and great erosion.", + "seed": 17360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_5/index_7575_seed_17360_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24242199603468179, + "vlm_logprob": -0.24242199603468179, + "vlm_yes_no_margin": 2.0250000238418577, + "vlm_token_credit": -0.24242199603468179, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14854206144809723 + ], + "opposite_logprob_tokens": [ + -2.0235421657562256 + ], + "logprob_reward": -0.14854206144809723, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14854206144809723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3744158446788788, + 0.126026451587677, + 0.08999691158533096, + 0.10285104811191559, + 0.07786240428686142, + 0.05092810466885567, + 0.04921754449605942, + 0.04039360582828522, + 0.04072917252779007, + 0.04757888615131378 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.14854206144809723 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00980312842875719 + ], + "opposite_logprob_tokens": [ + -4.634803295135498 + ], + "logprob_reward": -0.00980312842875719, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00980312842875719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10426989197731018, + 0.08074495196342468, + 0.09297098964452744, + 0.08593495935201645, + 0.10501822084188461, + 0.11883525550365448, + 0.08507160097360611, + 0.07574378699064255, + 0.10345349460840225, + 0.14795689284801483 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.00980312842875719 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933998465538025 + ], + "opposite_logprob_tokens": [ + -0.6933998465538025 + ], + "logprob_reward": -0.6933998465538025, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933998465538025, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08618827909231186, + 0.08079945296049118, + 0.055323727428913116, + 0.08333400636911392, + 0.08869151026010513, + 0.11748882383108139, + 0.06490715593099594, + 0.08567493408918381, + 0.061370283365249634, + 0.2762218415737152 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.6933998465538025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813614010810852 + ], + "opposite_logprob_tokens": [ + -1.4063613414764404 + ], + "logprob_reward": -0.2813614010810852, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813614010810852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12199581414461136, + 0.06574156135320663, + 0.062355659902095795, + 0.08846104890108109, + 0.13353607058525085, + 0.16036927700042725, + 0.05235607922077179, + 0.05828065425157547, + 0.07330167293548584, + 0.18360212445259094 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.2813614010810852 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900354266166687 + ], + "opposite_logprob_tokens": [ + -2.5790035724639893 + ], + "logprob_reward": -0.07900354266166687, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900354266166687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10826661437749863, + 0.048966240137815475, + 0.02947378158569336, + 0.07665989547967911, + 0.09584739059209824, + 0.13007310032844543, + 0.07892706990242004, + 0.11970086395740509, + 0.11652973294258118, + 0.19555528461933136 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.07900354266166687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, tilted slightly upward to enhance its grandeur, focuses on the noble face of a bronze warrior statue, rendered entirely in a stark black and white sketch-like style. The camera remains perfectly still, allowing every minute detail to dominate the frame. Heavy, deliberate crosshatching and deep, velvety graphite shadows sculpt its stoic features—a strong jawline, a straight, classical nose, and hollow eye sockets lost in the profound darkness. A single, strong light source from the side creates a dramatic black-and-white contrast, highlighting the metallic sheen along the facial ridges. Slowly and relentlessly, a network of fine cracks begins to spiderweb across the cheek's cold surface. As the cracks deepen, tiny, sharp flakes of the ancient patina delicately lift and break away from the metal surface, shattering. These fragments hover for a moment before drifting silently downward, dissolving into the absolute darkness of the dark, empty void that serves as the backdrop, creating a powerful and somber atmosphere of inevitable decay and great erosion.", + "seed": 17361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_5/index_7575_seed_17361_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26673446912318466, + "vlm_logprob": -0.26673446912318466, + "vlm_yes_no_margin": 2.974999988079071, + "vlm_token_credit": -0.26673446912318466, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06523291021585464 + ], + "opposite_logprob_tokens": [ + -2.815232992172241 + ], + "logprob_reward": -0.06523291021585464, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06523291021585464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18267104029655457, + 0.12822139263153076, + 0.04430612549185753, + 0.059011831879615784, + 0.06832896173000336, + 0.05433573201298714, + 0.07506019622087479, + 0.10762781649827957, + 0.0832158774137497, + 0.19722096621990204 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.06523291021585464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008655531331896782 + ], + "opposite_logprob_tokens": [ + -4.758655548095703 + ], + "logprob_reward": -0.008655531331896782, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008655531331896782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15457192063331604, + 0.056878816336393356, + 0.03745699301362038, + 0.024240642786026, + 0.054473619908094406, + 0.04122111573815346, + 0.05461062490940094, + 0.05547323450446129, + 0.1617230623960495, + 0.3593499958515167 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.008655531331896782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236337661743164 + ], + "opposite_logprob_tokens": [ + -0.34863370656967163 + ], + "logprob_reward": -1.2236337661743164, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2236337661743164, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.021557655185461044, + 0.01896698586642742, + 0.019498027861118317, + 0.03111795149743557, + 0.0228761974722147, + 0.01992081105709076, + 0.032666753977537155, + 0.10913802683353424, + 0.0972050353884697, + 0.6270525455474854 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -1.2236337661743164 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636105753481388 + ], + "opposite_logprob_tokens": [ + -3.6513609886169434 + ], + "logprob_reward": -0.02636105753481388, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636105753481388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06389866024255753, + 0.03396301716566086, + 0.020707285031676292, + 0.02120278775691986, + 0.03453262895345688, + 0.03551684692502022, + 0.10695632547140121, + 0.15734544396400452, + 0.3961508572101593, + 0.1297261267900467 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.02636105753481388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978908035904169 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.00978908035904169, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978908035904169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05350511521100998, + 0.03310970589518547, + 0.016656868159770966, + 0.010825047269463539, + 0.040457919239997864, + 0.029929792508482933, + 0.04088395833969116, + 0.09641563892364502, + 0.5045121312141418, + 0.17370383441448212 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.00978908035904169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, tilted slightly upward to enhance its grandeur, focuses on the noble face of a bronze warrior statue, rendered entirely in a stark black and white sketch-like style. The camera remains perfectly still, allowing every minute detail to dominate the frame. Heavy, deliberate crosshatching and deep, velvety graphite shadows sculpt its stoic features—a strong jawline, a straight, classical nose, and hollow eye sockets lost in the profound darkness. A single, strong light source from the side creates a dramatic black-and-white contrast, highlighting the metallic sheen along the facial ridges. Slowly and relentlessly, a network of fine cracks begins to spiderweb across the cheek's cold surface. As the cracks deepen, tiny, sharp flakes of the ancient patina delicately lift and break away from the metal surface, shattering. These fragments hover for a moment before drifting silently downward, dissolving into the absolute darkness of the dark, empty void that serves as the backdrop, creating a powerful and somber atmosphere of inevitable decay and great erosion.", + "seed": 17362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_5/index_7575_seed_17362_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25218910723924637, + "vlm_logprob": -0.25218910723924637, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.25218910723924637, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1159655898809433 + ], + "opposite_logprob_tokens": [ + -2.2409656047821045 + ], + "logprob_reward": -0.1159655898809433, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1159655898809433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46007803082466125, + 0.06350719183683395, + 0.04620613157749176, + 0.051895882934331894, + 0.04567026346921921, + 0.02526109479367733, + 0.06215225160121918, + 0.045694805681705475, + 0.08167792111635208, + 0.11785641312599182 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.1159655898809433 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198074772953987 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018198074772953987, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198074772953987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3512824475765228, + 0.1081564649939537, + 0.05469232797622681, + 0.049246691167354584, + 0.035404305905103683, + 0.0343424454331398, + 0.09464319050312042, + 0.0441783182322979, + 0.061021748930215836, + 0.16703209280967712 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.018198074772953987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538898706436157 + ], + "opposite_logprob_tokens": [ + -0.4288898706436157 + ], + "logprob_reward": -1.0538898706436157, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538898706436157, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06761100143194199, + 0.052548401057720184, + 0.053273215889930725, + 0.04828958213329315, + 0.016297005116939545, + 0.03344660997390747, + 0.052635058760643005, + 0.056628499180078506, + 0.039580926299095154, + 0.5796896815299988 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -1.0538898706436157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043083496391773224 + ], + "opposite_logprob_tokens": [ + -3.168083429336548 + ], + "logprob_reward": -0.043083496391773224, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043083496391773224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1460876613855362, + 0.06354817003011703, + 0.04565443471074104, + 0.04447126388549805, + 0.03579466789960861, + 0.04602208361029625, + 0.048763301223516464, + 0.06868333369493484, + 0.1385132372379303, + 0.3624618649482727 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.043083496391773224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980850450694561 + ], + "opposite_logprob_tokens": [ + -3.529808521270752 + ], + "logprob_reward": -0.02980850450694561, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980850450694561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1352657675743103, + 0.06671717762947083, + 0.04630431905388832, + 0.03707960993051529, + 0.053363218903541565, + 0.031287577003240585, + 0.10626380890607834, + 0.07071876525878906, + 0.11017513275146484, + 0.34282463788986206 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.02980850450694561 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, tilted slightly upward to enhance its grandeur, focuses on the noble face of a bronze warrior statue, rendered entirely in a stark black and white sketch-like style. The camera remains perfectly still, allowing every minute detail to dominate the frame. Heavy, deliberate crosshatching and deep, velvety graphite shadows sculpt its stoic features—a strong jawline, a straight, classical nose, and hollow eye sockets lost in the profound darkness. A single, strong light source from the side creates a dramatic black-and-white contrast, highlighting the metallic sheen along the facial ridges. Slowly and relentlessly, a network of fine cracks begins to spiderweb across the cheek's cold surface. As the cracks deepen, tiny, sharp flakes of the ancient patina delicately lift and break away from the metal surface, shattering. These fragments hover for a moment before drifting silently downward, dissolving into the absolute darkness of the dark, empty void that serves as the backdrop, creating a powerful and somber atmosphere of inevitable decay and great erosion.", + "seed": 17363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_5/index_7575_seed_17363_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3809196187183261, + "vlm_logprob": -0.3809196187183261, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.3809196187183261, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11641845852136612 + ], + "opposite_logprob_tokens": [ + -2.2414183616638184 + ], + "logprob_reward": -0.11641845852136612, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11641845852136612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03238655626773834, + 0.014677122235298157, + 0.036964382976293564, + 0.05582220479846001, + 0.011303788051009178, + 0.029569635167717934, + 0.7746583819389343, + 0.02107381448149681, + 0.01747172698378563, + 0.006072457879781723 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.11641845852136612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557956390082836 + ], + "opposite_logprob_tokens": [ + -4.3875579833984375 + ], + "logprob_reward": -0.012557956390082836, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557956390082836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056375063955783844, + 0.05916415899991989, + 0.07854259759187698, + 0.045962028205394745, + 0.022916128858923912, + 0.10657764226198196, + 0.4448056221008301, + 0.11557658016681671, + 0.05099102482199669, + 0.01908913068473339 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.012557956390082836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005523204803467 + ], + "opposite_logprob_tokens": [ + -0.22555230557918549 + ], + "logprob_reward": -1.6005523204803467, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005523204803467, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04018401727080345, + 0.01937319152057171, + 0.02102643996477127, + 0.016796104609966278, + 0.01602776162326336, + 0.023592371493577957, + 0.7874303460121155, + 0.03472623601555824, + 0.029237059876322746, + 0.011606507003307343 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -1.6005523204803467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299261450767517 + ], + "opposite_logprob_tokens": [ + -2.237992525100708 + ], + "logprob_reward": -0.11299261450767517, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299261450767517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09015540033578873, + 0.016030875965952873, + 0.01812841184437275, + 0.020112168043851852, + 0.0708506628870964, + 0.11830701678991318, + 0.5927478075027466, + 0.027340445667505264, + 0.037037443369627, + 0.009289782494306564 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.11299261450767517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bronze warrior statue face shown in an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a stark black and white sketch-like rendering with heavy crosshatching and graphite shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine cracks appear on the statue's cheek and deepen over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do flakes of patina lift from the surface, hover, and drift downward into a dark empty void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207674369215965 + ], + "opposite_logprob_tokens": [ + -2.8120768070220947 + ], + "logprob_reward": -0.06207674369215965, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207674369215965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030472425743937492, + 0.01751790940761566, + 0.026923000812530518, + 0.012393810786306858, + 0.0261505339294672, + 0.054147690534591675, + 0.7475215792655945, + 0.013243480585515499, + 0.05341324210166931, + 0.018216358497738838 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.06207674369215965 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_6/index_tensor([9349, 9349])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_6/index_tensor([9349, 9349])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eefb0dd1a30c1313e7ec89a39feadd6c545a90b6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_6/index_tensor([9349, 9349])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up captures a row of delicate red paper lanterns, their vibrant crimson paper glowing warmly as soft afternoon light filters through them. They hang from the dark, intricately carved lacquered eaves of a tranquil and ornate temple, with the background buildings softly blurred to create a shallow depth of field. A gentle, unseen breeze energizes the scene, causing the lanterns to sway almost imperceptibly. The primary movement comes from the long golden silk tassels suspended beneath each lantern; they dance and twirl gracefully in the air, their fine lines catching the light, drifting rhythmically and shimmering, creating a mesmerizing silent ballet. The interplay of shimmering red, sparkling gold, and the temple's deep, shadowy woods creates an atmosphere of profound tranquility, a moment of serene beauty frozen in time.", + "seed": 12231, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_6/index_9349_seed_12231_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027807887084782122, + "vlm_logprob": -0.027807887084782122, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.027807887084782122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025830259546637535 + ], + "opposite_logprob_tokens": [ + -6.127583026885986 + ], + "logprob_reward": -0.0025830259546637535, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0025830259546637535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3631124794483185, + 0.17506815493106842, + 0.0893985778093338, + 0.12273644655942917, + 0.01980319619178772, + 0.033901721239089966, + 0.021220501512289047, + 0.0810103639960289, + 0.054036468267440796, + 0.03971210494637489 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0025830259546637535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001570612192154 + ], + "opposite_logprob_tokens": [ + -2.6950156688690186 + ], + "logprob_reward": -0.07001570612192154, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001570612192154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2849540114402771, + 0.12328257411718369, + 0.1753074675798416, + 0.13381721079349518, + 0.04751357436180115, + 0.029640186578035355, + 0.03811859339475632, + 0.06753793358802795, + 0.04304574057459831, + 0.05678267031908035 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07001570612192154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067545861005783 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.016067545861005783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067545861005783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1891561895608902, + 0.17712856829166412, + 0.2560383081436157, + 0.13930338621139526, + 0.02026860974729061, + 0.014607349410653114, + 0.027682475745677948, + 0.048899076879024506, + 0.03274577483534813, + 0.09417030960321426 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016067545861005783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979809045791626 + ], + "opposite_logprob_tokens": [ + -3.5297980308532715 + ], + "logprob_reward": -0.02979809045791626, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979809045791626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2544524073600769, + 0.1043197438120842, + 0.06254443526268005, + 0.23904363811016083, + 0.050780802965164185, + 0.023248428478837013, + 0.022801591083407402, + 0.06677507609128952, + 0.05664350837469101, + 0.11939042806625366 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.02979809045791626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575067028403282 + ], + "opposite_logprob_tokens": [ + -3.8955750465393066 + ], + "logprob_reward": -0.020575067028403282, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575067028403282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18691730499267578, + 0.07896410673856735, + 0.10085564106702805, + 0.28114891052246094, + 0.04369919374585152, + 0.014038310386240482, + 0.031484536826610565, + 0.06257464736700058, + 0.02519911155104637, + 0.17511826753616333 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.020575067028403282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a row of delicate red paper lanterns, their vibrant crimson paper glowing warmly as soft afternoon light filters through them. They hang from the dark, intricately carved lacquered eaves of a tranquil and ornate temple, with the background buildings softly blurred to create a shallow depth of field. A gentle, unseen breeze energizes the scene, causing the lanterns to sway almost imperceptibly. The primary movement comes from the long golden silk tassels suspended beneath each lantern; they dance and twirl gracefully in the air, their fine lines catching the light, drifting rhythmically and shimmering, creating a mesmerizing silent ballet. The interplay of shimmering red, sparkling gold, and the temple's deep, shadowy woods creates an atmosphere of profound tranquility, a moment of serene beauty frozen in time.", + "seed": 12232, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_6/index_9349_seed_12232_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.00713982880115509, + "vlm_logprob": -0.00713982880115509, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.00713982880115509, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00215798057615757 + ], + "opposite_logprob_tokens": [ + -6.377158164978027 + ], + "logprob_reward": -0.00215798057615757, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.00215798057615757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16911271214485168, + 0.03273722156882286, + 0.04513704031705856, + 0.0566696934401989, + 0.0690327063202858, + 0.044664591550827026, + 0.06589525938034058, + 0.41853681206703186, + 0.05292958766222, + 0.04528432339429855 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.00215798057615757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083230376243591 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083230376243591, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083230376243591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16649635136127472, + 0.06561626493930817, + 0.06363134831190109, + 0.06680886447429657, + 0.07419481873512268, + 0.06094345822930336, + 0.07295986264944077, + 0.3095397353172302, + 0.059373173862695694, + 0.060436081141233444 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.011083230376243591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081814765930176 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081814765930176, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081814765930176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.117923803627491, + 0.03846687078475952, + 0.340030312538147, + 0.06777805089950562, + 0.0541234016418457, + 0.06049596890807152, + 0.04881027340888977, + 0.15669523179531097, + 0.045080509036779404, + 0.07059555500745773 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.011081814765930176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067370180040597916 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.0067370180040597916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067370180040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028290504589676857, + 0.05871541425585747, + 0.02007601037621498, + 0.01765410602092743, + 0.04377952218055725, + 0.06300912797451019, + 0.044279441237449646, + 0.660277783870697, + 0.035702649503946304, + 0.028215430676937103 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.0067370180040597916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639100283384323 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639100283384323, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639100283384323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10516079515218735, + 0.0486169196665287, + 0.0572306364774704, + 0.02343440242111683, + 0.1439225971698761, + 0.034164778888225555, + 0.3351248800754547, + 0.12117663025856018, + 0.058377429842948914, + 0.07279089838266373 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.004639100283384323 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a row of delicate red paper lanterns, their vibrant crimson paper glowing warmly as soft afternoon light filters through them. They hang from the dark, intricately carved lacquered eaves of a tranquil and ornate temple, with the background buildings softly blurred to create a shallow depth of field. A gentle, unseen breeze energizes the scene, causing the lanterns to sway almost imperceptibly. The primary movement comes from the long golden silk tassels suspended beneath each lantern; they dance and twirl gracefully in the air, their fine lines catching the light, drifting rhythmically and shimmering, creating a mesmerizing silent ballet. The interplay of shimmering red, sparkling gold, and the temple's deep, shadowy woods creates an atmosphere of profound tranquility, a moment of serene beauty frozen in time.", + "seed": 12233, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_6/index_9349_seed_12233_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03816143285948783, + "vlm_logprob": -0.03816143285948783, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.03816143285948783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001958120847120881 + ], + "opposite_logprob_tokens": [ + -6.501957893371582 + ], + "logprob_reward": -0.001958120847120881, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001958120847120881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4462006986141205, + 0.056516751646995544, + 0.09622502326965332, + 0.09242155402898788, + 0.05696605518460274, + 0.04577552527189255, + 0.023215675726532936, + 0.05334298685193062, + 0.04594225436449051, + 0.08339352160692215 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.001958120847120881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370489925146103 + ], + "opposite_logprob_tokens": [ + -3.408704996109009 + ], + "logprob_reward": -0.03370489925146103, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370489925146103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3278193771839142, + 0.05137220397591591, + 0.19623233377933502, + 0.07661372423171997, + 0.04377902299165726, + 0.03954751789569855, + 0.03499569743871689, + 0.033148474991321564, + 0.04023377597332001, + 0.15625782310962677 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03370489925146103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708333134651184 + ], + "opposite_logprob_tokens": [ + -2.1270833015441895 + ], + "logprob_reward": -0.12708333134651184, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708333134651184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36482688784599304, + 0.04930464178323746, + 0.23498158156871796, + 0.0965077131986618, + 0.07290169596672058, + 0.025099001824855804, + 0.015377813018858433, + 0.029583051800727844, + 0.0073623317293822765, + 0.10405530780553818 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.12708333134651184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348169893026352 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.026348169893026352, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348169893026352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3595495820045471, + 0.042460471391677856, + 0.24444028735160828, + 0.08039180189371109, + 0.03512655198574066, + 0.043565783649683, + 0.021175222471356392, + 0.06860097497701645, + 0.014409607276320457, + 0.09027968347072601 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.026348169893026352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001712642959319055 + ], + "opposite_logprob_tokens": [ + -6.376712799072266 + ], + "logprob_reward": -0.001712642959319055, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001712642959319055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13790524005889893, + 0.06004250422120094, + 0.3055204153060913, + 0.025826891884207726, + 0.04411584883928299, + 0.10338035225868225, + 0.041156623512506485, + 0.04372266307473183, + 0.04824144020676613, + 0.19008806347846985 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.001712642959319055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a row of delicate red paper lanterns, their vibrant crimson paper glowing warmly as soft afternoon light filters through them. They hang from the dark, intricately carved lacquered eaves of a tranquil and ornate temple, with the background buildings softly blurred to create a shallow depth of field. A gentle, unseen breeze energizes the scene, causing the lanterns to sway almost imperceptibly. The primary movement comes from the long golden silk tassels suspended beneath each lantern; they dance and twirl gracefully in the air, their fine lines catching the light, drifting rhythmically and shimmering, creating a mesmerizing silent ballet. The interplay of shimmering red, sparkling gold, and the temple's deep, shadowy woods creates an atmosphere of profound tranquility, a moment of serene beauty frozen in time.", + "seed": 12234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_6/index_9349_seed_12234_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007882483792491258, + "vlm_logprob": -0.007882483792491258, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.007882483792491258, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014479401288554072 + ], + "opposite_logprob_tokens": [ + -6.751448154449463 + ], + "logprob_reward": -0.0014479401288554072, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0014479401288554072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1987730860710144, + 0.10137912631034851, + 0.0684364065527916, + 0.12555629014968872, + 0.05705791711807251, + 0.06947467476129532, + 0.1051139384508133, + 0.044595494866371155, + 0.10345945507287979, + 0.12615367770195007 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0014479401288554072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079693213105202 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079693213105202, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079693213105202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15177559852600098, + 0.11015544086694717, + 0.08163276314735413, + 0.061811670660972595, + 0.0412101075053215, + 0.04440511390566826, + 0.07938583195209503, + 0.09031321853399277, + 0.031105728819966316, + 0.3082045614719391 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.011079693213105202 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068249940872192 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068249940872192, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068249940872192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27152442932128906, + 0.08382873237133026, + 0.14059758186340332, + 0.04150184616446495, + 0.016178904101252556, + 0.04672381281852722, + 0.02597576007246971, + 0.057108648121356964, + 0.03327206149697304, + 0.28328821063041687 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.016068249940872192 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626938167959452 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007626938167959452, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626938167959452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22814124822616577, + 0.10152415931224823, + 0.049975715577602386, + 0.02106403559446335, + 0.05023346468806267, + 0.06925925612449646, + 0.09651398658752441, + 0.06009219214320183, + 0.1526174396276474, + 0.17057842016220093 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.007626938167959452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are red paper lanterns visible hanging in a row?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the lanterns have vibrant crimson paper that glows warmly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the lanterns hanging from dark, intricately carved lacquered eaves of a temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do long golden silk tassels suspended beneath the lanterns dance and twirl in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background softly blurred to create a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189597511664033 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.003189597511664033, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189597511664033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21490617096424103, + 0.05619512498378754, + 0.048407647758722305, + 0.07582574337720871, + 0.05879032984375954, + 0.23609714210033417, + 0.037448424845933914, + 0.06356170028448105, + 0.08234639465808868, + 0.1264212280511856 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.003189597511664033 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_7/index_tensor([4284, 4284])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_7/index_tensor([4284, 4284])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9d389a9b083ab217a7dd949d93aadfb979c406d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_7/index_tensor([4284, 4284])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "full-body, static shot, captured from an extremely low angle, draws the viewer's attention to a small sand crab, perched on a flat, fine beach, wetted by the receding tide. Soft, golden morning sunlight slants down, casting a sharp, elongated shadow on the damp sand, which, shimmering with a thin sheen, reflects the light from the sky. The crab's translucent, sandy shell is speckled with tiny brown spots, and its stalked, black eyes stand alert. One of its large claws is raised high, as if waving in alarm, while its smaller claw grips a piece of dark green, damp seaweed, which it methodically and intently brings to its swiftly moving mouthparts for a nibble. In the background, a few pebbles washed smooth by the sea water and scattered shell fragments are scattered on the sand. In the distance, blue waves are gently and rhythmically beating the coast. The whole picture, with the main color of warm yellow, creates a tranquil and vibrant natural ecological atmosphere.", + "seed": 3222, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_7/index_4284_seed_3222_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11865633577108384, + "vlm_logprob": -0.11865633577108384, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.11865633577108384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.361104816198349 + ], + "opposite_logprob_tokens": [ + -1.2361048460006714 + ], + "logprob_reward": -0.361104816198349, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.361104816198349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2470417320728302, + 0.06134328618645668, + 0.13705897331237793, + 0.06268757581710815, + 0.26234254240989685, + 0.05137740820646286, + 0.061658069491386414, + 0.07564782351255417, + 0.015688927844166756, + 0.025153717026114464 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.361104816198349 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055014774203300476 + ], + "opposite_logprob_tokens": [ + -2.9300148487091064 + ], + "logprob_reward": -0.055014774203300476, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055014774203300476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1029902845621109, + 0.04739151522517204, + 0.2870963215827942, + 0.03600150719285011, + 0.25452807545661926, + 0.04951058328151703, + 0.05350057780742645, + 0.06625358015298843, + 0.08045714348554611, + 0.022270452231168747 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.055014774203300476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373544290661812 + ], + "opposite_logprob_tokens": [ + -3.408735513687134 + ], + "logprob_reward": -0.03373544290661812, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373544290661812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19310007989406586, + 0.15502071380615234, + 0.27586066722869873, + 0.029439188539981842, + 0.1780909299850464, + 0.05836092680692673, + 0.028179006651043892, + 0.03796781972050667, + 0.027890464290976524, + 0.01609017886221409 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.03373544290661812 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035776346921921 + ], + "opposite_logprob_tokens": [ + -2.3503577709198 + ], + "logprob_reward": -0.10035776346921921, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035776346921921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09984792768955231, + 0.05351444333791733, + 0.14938093721866608, + 0.05591091141104698, + 0.2279406487941742, + 0.1043114960193634, + 0.10476873815059662, + 0.055124539881944656, + 0.1031065583229065, + 0.046093814074993134 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.10035776346921921 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306888207793236 + ], + "opposite_logprob_tokens": [ + -3.1680688858032227 + ], + "logprob_reward": -0.04306888207793236, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306888207793236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05982346460223198, + 0.035721562802791595, + 0.351757675409317, + 0.053451936691999435, + 0.31493276357650757, + 0.0489167682826519, + 0.06645059585571289, + 0.012870696373283863, + 0.014826545491814613, + 0.04124796390533447 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.04306888207793236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body, static shot, captured from an extremely low angle, draws the viewer's attention to a small sand crab, perched on a flat, fine beach, wetted by the receding tide. Soft, golden morning sunlight slants down, casting a sharp, elongated shadow on the damp sand, which, shimmering with a thin sheen, reflects the light from the sky. The crab's translucent, sandy shell is speckled with tiny brown spots, and its stalked, black eyes stand alert. One of its large claws is raised high, as if waving in alarm, while its smaller claw grips a piece of dark green, damp seaweed, which it methodically and intently brings to its swiftly moving mouthparts for a nibble. In the background, a few pebbles washed smooth by the sea water and scattered shell fragments are scattered on the sand. In the distance, blue waves are gently and rhythmically beating the coast. The whole picture, with the main color of warm yellow, creates a tranquil and vibrant natural ecological atmosphere.", + "seed": 3223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_7/index_4284_seed_3223_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24462031684815883, + "vlm_logprob": -0.24462031684815883, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.24462031684815883, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9240380525588989 + ], + "opposite_logprob_tokens": [ + -0.5490380525588989 + ], + "logprob_reward": -0.9240380525588989, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9240380525588989, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3526817262172699, + 0.08887267857789993, + 0.23147927224636078, + 0.05411560460925102, + 0.09413265436887741, + 0.025908078998327255, + 0.03465621918439865, + 0.0391010157763958, + 0.015383009798824787, + 0.06366968899965286 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.9240380525588989 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062099821865558624 + ], + "opposite_logprob_tokens": [ + -2.8120999336242676 + ], + "logprob_reward": -0.062099821865558624, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062099821865558624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10504986345767975, + 0.06657212972640991, + 0.35948988795280457, + 0.06747477501630783, + 0.10841287672519684, + 0.13775624334812164, + 0.02314986102283001, + 0.04530492424964905, + 0.057722512632608414, + 0.029066912829875946 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.062099821865558624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033730603754520416 + ], + "opposite_logprob_tokens": [ + -3.4087305068969727 + ], + "logprob_reward": -0.033730603754520416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033730603754520416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.504200279712677, + 0.09513165056705475, + 0.13153962790966034, + 0.04936954006552696, + 0.04480807110667229, + 0.05914504453539848, + 0.0269109345972538, + 0.01818019337952137, + 0.016265060752630234, + 0.05444961413741112 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.033730603754520416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799505054950714 + ], + "opposite_logprob_tokens": [ + -1.804950475692749 + ], + "logprob_reward": -0.1799505054950714, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799505054950714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2143554389476776, + 0.08417464047670364, + 0.17860305309295654, + 0.07633575797080994, + 0.09422650188207626, + 0.03106768988072872, + 0.06617727875709534, + 0.11682406812906265, + 0.06433640420436859, + 0.07389912009239197 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.1799505054950714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282600566744804 + ], + "opposite_logprob_tokens": [ + -3.773282527923584 + ], + "logprob_reward": -0.023282600566744804, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282600566744804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09986241906881332, + 0.0702364444732666, + 0.3018524944782257, + 0.0906531885266304, + 0.0427803173661232, + 0.08490243554115295, + 0.062453433871269226, + 0.0287247933447361, + 0.0224160086363554, + 0.19611850380897522 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.023282600566744804 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body, static shot, captured from an extremely low angle, draws the viewer's attention to a small sand crab, perched on a flat, fine beach, wetted by the receding tide. Soft, golden morning sunlight slants down, casting a sharp, elongated shadow on the damp sand, which, shimmering with a thin sheen, reflects the light from the sky. The crab's translucent, sandy shell is speckled with tiny brown spots, and its stalked, black eyes stand alert. One of its large claws is raised high, as if waving in alarm, while its smaller claw grips a piece of dark green, damp seaweed, which it methodically and intently brings to its swiftly moving mouthparts for a nibble. In the background, a few pebbles washed smooth by the sea water and scattered shell fragments are scattered on the sand. In the distance, blue waves are gently and rhythmically beating the coast. The whole picture, with the main color of warm yellow, creates a tranquil and vibrant natural ecological atmosphere.", + "seed": 3224, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_7/index_4284_seed_3224_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.24989969059824943, + "vlm_logprob": -0.24989969059824943, + "vlm_yes_no_margin": 2.100000023841858, + "vlm_token_credit": -0.24989969059824943, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9094008207321167 + ], + "opposite_logprob_tokens": [ + -0.5344008207321167 + ], + "logprob_reward": -0.9094008207321167, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9094008207321167, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3121486306190491, + 0.0810113251209259, + 0.13708995282649994, + 0.10937795788049698, + 0.04573758319020271, + 0.13259418308734894, + 0.08102338016033173, + 0.02867632731795311, + 0.05449678376317024, + 0.017843831330537796 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.9094008207321167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299101263284683 + ], + "opposite_logprob_tokens": [ + -2.2379910945892334 + ], + "logprob_reward": -0.11299101263284683, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299101263284683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12535031139850616, + 0.1658998727798462, + 0.06768424808979034, + 0.4181973934173584, + 0.033286869525909424, + 0.032703448086977005, + 0.048500917851924896, + 0.05177159234881401, + 0.027941875159740448, + 0.028663450852036476 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.11299101263284683 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700673833489418 + ], + "opposite_logprob_tokens": [ + -2.6950674057006836 + ], + "logprob_reward": -0.0700673833489418, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700673833489418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16663844883441925, + 0.11584751307964325, + 0.06870628148317337, + 0.2478625625371933, + 0.06955691426992416, + 0.19208049774169922, + 0.03499714657664299, + 0.03345674276351929, + 0.05655098333954811, + 0.014302913099527359 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.0700673833489418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.142848402261734 + ], + "opposite_logprob_tokens": [ + -2.017848491668701 + ], + "logprob_reward": -0.142848402261734, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.142848402261734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2637670934200287, + 0.0980471670627594, + 0.056495510041713715, + 0.04609774425625801, + 0.12657687067985535, + 0.17440767586231232, + 0.08350440859794617, + 0.03811579570174217, + 0.09324108809232712, + 0.01974671147763729 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.142848402261734 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190834015607834 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190834015607834, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190834015607834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10949854552745819, + 0.03463319316506386, + 0.1916327178478241, + 0.27493560314178467, + 0.033661797642707825, + 0.1096762865781784, + 0.18933843076229095, + 0.026172460988163948, + 0.017117833718657494, + 0.013333112932741642 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.014190834015607834 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body, static shot, captured from an extremely low angle, draws the viewer's attention to a small sand crab, perched on a flat, fine beach, wetted by the receding tide. Soft, golden morning sunlight slants down, casting a sharp, elongated shadow on the damp sand, which, shimmering with a thin sheen, reflects the light from the sky. The crab's translucent, sandy shell is speckled with tiny brown spots, and its stalked, black eyes stand alert. One of its large claws is raised high, as if waving in alarm, while its smaller claw grips a piece of dark green, damp seaweed, which it methodically and intently brings to its swiftly moving mouthparts for a nibble. In the background, a few pebbles washed smooth by the sea water and scattered shell fragments are scattered on the sand. In the distance, blue waves are gently and rhythmically beating the coast. The whole picture, with the main color of warm yellow, creates a tranquil and vibrant natural ecological atmosphere.", + "seed": 3225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_7/index_4284_seed_3225_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11549464855343103, + "vlm_logprob": -0.11549464855343103, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.11549464855343103, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4381066858768463 + ], + "opposite_logprob_tokens": [ + -1.063106656074524 + ], + "logprob_reward": -0.4381066858768463, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4381066858768463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21000832319259644, + 0.07520435750484467, + 0.09175638854503632, + 0.08340521156787872, + 0.03061378002166748, + 0.038518305867910385, + 0.27212080359458923, + 0.05694936588406563, + 0.10837002098560333, + 0.03305348381400108 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.4381066858768463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813735023140907 + ], + "opposite_logprob_tokens": [ + -3.288137435913086 + ], + "logprob_reward": -0.03813735023140907, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813735023140907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2549726963043213, + 0.08748234063386917, + 0.16679243743419647, + 0.15300866961479187, + 0.08159852027893066, + 0.08247353136539459, + 0.09675004333257675, + 0.038734856992959976, + 0.020474448800086975, + 0.01771247386932373 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03813735023140907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372322767972946 + ], + "opposite_logprob_tokens": [ + -3.4087231159210205 + ], + "logprob_reward": -0.03372322767972946, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372322767972946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22029100358486176, + 0.03938213363289833, + 0.12235776335000992, + 0.08779120445251465, + 0.18514740467071533, + 0.15422558784484863, + 0.11143462359905243, + 0.029044415801763535, + 0.03657388687133789, + 0.013751988299190998 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.03372322767972946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974157363176346 + ], + "opposite_logprob_tokens": [ + -2.92997407913208 + ], + "logprob_reward": -0.054974157363176346, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974157363176346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20498435199260712, + 0.13911046087741852, + 0.08462553471326828, + 0.053754523396492004, + 0.10794421285390854, + 0.09132546186447144, + 0.14434242248535156, + 0.06364483386278152, + 0.0355810821056366, + 0.07468712329864502 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.054974157363176346 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a small sand crab visible with a translucent sandy shell speckled with tiny brown spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one of the crab's large claws raised high while the smaller claw grips a piece of dark green damp seaweed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crab nibbling the seaweed with its swiftly moving mouthparts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background scene a flat fine beach with blue waves gently beating the coast in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531821615993977 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531821615993977, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531821615993977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24342307448387146, + 0.08871418982744217, + 0.1138138547539711, + 0.06774642318487167, + 0.10067921876907349, + 0.11588090658187866, + 0.09040747582912445, + 0.1134452074766159, + 0.03747452422976494, + 0.028415191918611526 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.012531821615993977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_8/index_tensor([500, 500])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_8/index_tensor([500, 500])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d470c55bc7f4c33f2326629e72ea0d7f09efaa3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_8/index_tensor([500, 500])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a slow, smooth, close-up, circling shot, a delicate blue sage plant, meticulously rendered in the captivating Stardew Valley pixel art, takes center stage. Supported by a slender stem composed of varying shades of green, it bears clusters of pixelated flowers composed of bright blue and lavender. In an unseen breeze, the plant sways gently and rhythmically, its flowers trembling with movement, each pixel seemingly breathing and shimmering independently. As the camera smoothly rotates around the plant, its roots are revealed to be rooted in fertile soil composed of a patchwork of ochre and dark brown pixels, against a backdrop of blurred, field-like vegetation composed of soft green and yellow pixel masses. The entire scene is bathed in bright, soft daylight, highlighting the saturated, vibrant colors and creating a tranquil, soothing, and nostalgic pastoral atmosphere.", + "seed": 24370, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_8/index_500_seed_24370_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024987704993691295, + "vlm_logprob": -0.024987704993691295, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.024987704993691295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004941038321703672 + ], + "opposite_logprob_tokens": [ + -5.379940986633301 + ], + "logprob_reward": -0.004941038321703672, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004941038321703672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0586288683116436, + 0.48099687695503235, + 0.05205231159925461, + 0.06005726009607315, + 0.016188889741897583, + 0.02126418799161911, + 0.030131204053759575, + 0.014771148562431335, + 0.017036153003573418, + 0.24887308478355408 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.004941038321703672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007244108128361404 + ], + "opposite_logprob_tokens": [ + -7.2507243156433105 + ], + "logprob_reward": -0.0007244108128361404, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007244108128361404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07181750237941742, + 0.4148624837398529, + 0.05362936109304428, + 0.04315907880663872, + 0.011856053955852985, + 0.01740398071706295, + 0.023075729608535767, + 0.01191719900816679, + 0.024294771254062653, + 0.32798391580581665 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0007244108128361404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194360002875328 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194360002875328, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194360002875328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09439469128847122, + 0.3742367625236511, + 0.04957690089941025, + 0.0334479846060276, + 0.02253924123942852, + 0.036917876452207565, + 0.050140880048274994, + 0.03289921209216118, + 0.05183693394064903, + 0.25400957465171814 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.014194360002875328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305586218833923 + ], + "opposite_logprob_tokens": [ + -3.168055772781372 + ], + "logprob_reward": -0.04305586218833923, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305586218833923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2221342772245407, + 0.3577500283718109, + 0.08594347536563873, + 0.05085396766662598, + 0.028311356902122498, + 0.025262797251343727, + 0.02890823408961296, + 0.01724468171596527, + 0.026437995955348015, + 0.1571531593799591 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04305586218833923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620228536427021 + ], + "opposite_logprob_tokens": [ + -2.8120229244232178 + ], + "logprob_reward": -0.0620228536427021, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620228536427021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061042506247758865, + 0.44486820697784424, + 0.027839606627821922, + 0.03542701527476311, + 0.02078363671898842, + 0.025790218263864517, + 0.03272489830851555, + 0.018406735733151436, + 0.02016761153936386, + 0.31294962763786316 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0620228536427021 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a slow, smooth, close-up, circling shot, a delicate blue sage plant, meticulously rendered in the captivating Stardew Valley pixel art, takes center stage. Supported by a slender stem composed of varying shades of green, it bears clusters of pixelated flowers composed of bright blue and lavender. In an unseen breeze, the plant sways gently and rhythmically, its flowers trembling with movement, each pixel seemingly breathing and shimmering independently. As the camera smoothly rotates around the plant, its roots are revealed to be rooted in fertile soil composed of a patchwork of ochre and dark brown pixels, against a backdrop of blurred, field-like vegetation composed of soft green and yellow pixel masses. The entire scene is bathed in bright, soft daylight, highlighting the saturated, vibrant colors and creating a tranquil, soothing, and nostalgic pastoral atmosphere.", + "seed": 24371, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_8/index_500_seed_24371_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.36009643096476796, + "vlm_logprob": -0.36009643096476796, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.36009643096476796, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062363844364881516 + ], + "opposite_logprob_tokens": [ + -2.812363862991333 + ], + "logprob_reward": -0.062363844364881516, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062363844364881516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054160457104444504, + 0.018435226753354073, + 0.009673829190433025, + 0.0525699220597744, + 0.1804543435573578, + 0.016854487359523773, + 0.101333849132061, + 0.493501216173172, + 0.033708084374666214, + 0.039308544248342514 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.062363844364881516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011856677010655403 + ], + "opposite_logprob_tokens": [ + -6.751185894012451 + ], + "logprob_reward": -0.0011856677010655403, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011856677010655403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042344510555267334, + 0.047168977558612823, + 0.03217753767967224, + 0.1660139411687851, + 0.37621521949768066, + 0.02306029386818409, + 0.07319043576717377, + 0.18069988489151, + 0.030357763171195984, + 0.028771361336112022 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.0011856677010655403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549527183175087 + ], + "opposite_logprob_tokens": [ + -2.929952621459961 + ], + "logprob_reward": -0.0549527183175087, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549527183175087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037796635180711746, + 0.018701158463954926, + 0.023733800277113914, + 0.3084200918674469, + 0.18618562817573547, + 0.029265807941555977, + 0.0396747961640358, + 0.2954217791557312, + 0.037448663264513016, + 0.02335168607532978 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.0549527183175087 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020911693572998 + ], + "opposite_logprob_tokens": [ + -0.2520911991596222 + ], + "logprob_reward": -1.5020911693572998, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020911693572998, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05789012461900711, + 0.029067350551486015, + 0.04390169680118561, + 0.32501164078712463, + 0.28400182723999023, + 0.027008457109332085, + 0.04345540702342987, + 0.08885833621025085, + 0.02635221928358078, + 0.0744529664516449 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -1.5020911693572998 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798887550830841 + ], + "opposite_logprob_tokens": [ + -1.8048887252807617 + ], + "logprob_reward": -0.1798887550830841, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798887550830841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040187180042266846, + 0.018713567405939102, + 0.04154767841100693, + 0.07281063497066498, + 0.23443634808063507, + 0.04355911165475845, + 0.08553031831979752, + 0.3810356557369232, + 0.017320945858955383, + 0.06485854834318161 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.1798887550830841 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a slow, smooth, close-up, circling shot, a delicate blue sage plant, meticulously rendered in the captivating Stardew Valley pixel art, takes center stage. Supported by a slender stem composed of varying shades of green, it bears clusters of pixelated flowers composed of bright blue and lavender. In an unseen breeze, the plant sways gently and rhythmically, its flowers trembling with movement, each pixel seemingly breathing and shimmering independently. As the camera smoothly rotates around the plant, its roots are revealed to be rooted in fertile soil composed of a patchwork of ochre and dark brown pixels, against a backdrop of blurred, field-like vegetation composed of soft green and yellow pixel masses. The entire scene is bathed in bright, soft daylight, highlighting the saturated, vibrant colors and creating a tranquil, soothing, and nostalgic pastoral atmosphere.", + "seed": 24372, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_8/index_500_seed_24372_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15834328115452082, + "vlm_logprob": -0.15834328115452082, + "vlm_yes_no_margin": 2.999999976158142, + "vlm_token_credit": -0.15834328115452082, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04893497750163078 + ], + "opposite_logprob_tokens": [ + -3.0489349365234375 + ], + "logprob_reward": -0.04893497750163078, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04893497750163078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27109479904174805, + 0.07535658776760101, + 0.10274972766637802, + 0.03935940936207771, + 0.05808853358030319, + 0.049247223883867264, + 0.06826353818178177, + 0.1271289438009262, + 0.1715843379497528, + 0.03712678328156471 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04893497750163078 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015184074873104692 + ], + "opposite_logprob_tokens": [ + -6.501518249511719 + ], + "logprob_reward": -0.0015184074873104692, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015184074873104692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11471996456384659, + 0.08105912059545517, + 0.1711311638355255, + 0.04177173972129822, + 0.04246785119175911, + 0.03189373388886452, + 0.03203728422522545, + 0.18526841700077057, + 0.27218499779701233, + 0.027465742081403732 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.0015184074873104692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809741511940956 + ], + "opposite_logprob_tokens": [ + -3.288097381591797 + ], + "logprob_reward": -0.03809741511940956, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809741511940956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14011989533901215, + 0.055767565965652466, + 0.120997354388237, + 0.05149716138839722, + 0.03964496776461601, + 0.06439299881458282, + 0.07162453979253769, + 0.20080877840518951, + 0.2094101458787918, + 0.04573656991124153 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.03809741511940956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761432647705078 + ], + "opposite_logprob_tokens": [ + -0.8261432647705078 + ], + "logprob_reward": -0.5761432647705078, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761432647705078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1549672782421112, + 0.03868752717971802, + 0.03702659532427788, + 0.027030786499381065, + 0.0353965125977993, + 0.030955620110034943, + 0.01822756603360176, + 0.20056726038455963, + 0.4263685643672943, + 0.030772347003221512 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.5761432647705078 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702234089374542 + ], + "opposite_logprob_tokens": [ + -2.1270222663879395 + ], + "logprob_reward": -0.12702234089374542, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12702234089374542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.227619469165802, + 0.047623537480831146, + 0.0935419350862503, + 0.051485370844602585, + 0.07556017488241196, + 0.035240694880485535, + 0.05888654664158821, + 0.19955602288246155, + 0.18120115995407104, + 0.029285172000527382 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.12702234089374542 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a slow, smooth, close-up, circling shot, a delicate blue sage plant, meticulously rendered in the captivating Stardew Valley pixel art, takes center stage. Supported by a slender stem composed of varying shades of green, it bears clusters of pixelated flowers composed of bright blue and lavender. In an unseen breeze, the plant sways gently and rhythmically, its flowers trembling with movement, each pixel seemingly breathing and shimmering independently. As the camera smoothly rotates around the plant, its roots are revealed to be rooted in fertile soil composed of a patchwork of ochre and dark brown pixels, against a backdrop of blurred, field-like vegetation composed of soft green and yellow pixel masses. The entire scene is bathed in bright, soft daylight, highlighting the saturated, vibrant colors and creating a tranquil, soothing, and nostalgic pastoral atmosphere.", + "seed": 24373, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_8/index_500_seed_24373_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2194211970316246, + "vlm_logprob": -0.2194211970316246, + "vlm_yes_no_margin": 2.599999988079071, + "vlm_token_credit": -0.2194211970316246, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06251581758260727 + ], + "opposite_logprob_tokens": [ + -2.8125157356262207 + ], + "logprob_reward": -0.06251581758260727, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06251581758260727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.299542099237442, + 0.13448147475719452, + 0.04218125715851784, + 0.06177091971039772, + 0.09360065311193466, + 0.06922300904989243, + 0.1074802353978157, + 0.08690222352743149, + 0.07089502364397049, + 0.03392311930656433 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.06251581758260727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013441346818581223 + ], + "opposite_logprob_tokens": [ + -6.626344203948975 + ], + "logprob_reward": -0.0013441346818581223, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013441346818581223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19646784663200378, + 0.10903485864400864, + 0.04561550170183182, + 0.07700944691896439, + 0.14291410148143768, + 0.040820106863975525, + 0.11940106004476547, + 0.11425121873617172, + 0.11226754635572433, + 0.04221829026937485 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0013441346818581223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002126425504684 + ], + "opposite_logprob_tokens": [ + -2.695021152496338 + ], + "logprob_reward": -0.07002126425504684, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002126425504684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16032955050468445, + 0.06587276607751846, + 0.03827912360429764, + 0.0650351420044899, + 0.20129579305648804, + 0.07236877828836441, + 0.1369563341140747, + 0.07685070484876633, + 0.13423874974250793, + 0.04877305403351784 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.07002126425504684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761776566505432 + ], + "opposite_logprob_tokens": [ + -0.8261776566505432 + ], + "logprob_reward": -0.5761776566505432, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761776566505432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3551906645298004, + 0.047039519995450974, + 0.026653572916984558, + 0.048310786485672, + 0.14367541670799255, + 0.027604885399341583, + 0.03912431746721268, + 0.1754746437072754, + 0.0597037598490715, + 0.07722241431474686 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.5761776566505432 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blue sage plant rendered in Stardew Valley pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plant have a slender green stem with clusters of bright blue and lavender pixelated flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the plant swaying gently and rhythmically with trembling flowers in an unseen breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the roots visible in fertile soil composed of ochre and dark brown pixels against a backdrop of blurred green and yellow vegetation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a slow, smooth, close-up circling shot that rotates around the plant?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870471119880676 + ], + "opposite_logprob_tokens": [ + -1.1370470523834229 + ], + "logprob_reward": -0.3870471119880676, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3870471119880676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13993220031261444, + 0.06889525055885315, + 0.04898710548877716, + 0.041633013635873795, + 0.11449256539344788, + 0.09574856609106064, + 0.07334798574447632, + 0.17071248590946198, + 0.2011595070362091, + 0.04509134963154793 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.3870471119880676 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_9/index_tensor([7933, 7933])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_9/index_tensor([7933, 7933])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4aa6b656d5403d6ca2932248c9475d3259d50395 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_9/index_tensor([7933, 7933])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows a mountain bike as it races down a perilously narrow path carved into a sun-scorched mountainside. The camera remains low to the ground, emphasizing the raw speed and ruggedness of the terrain. The bike, a modern full-suspension model with a matte black frame and chunky, knobby tires, is piloted by a rider wearing full protective gear, including a stylish white helmet and a vibrant orange jersey, who crouches in an aggressive, focused pose. As the rider expertly leans into a tight turn, his body moving with decisive force, the rear wheel slides slightly, explosively kicking up thick ochre dust and loose gravel. The harsh late afternoon sun casts long, dramatic shadows that gleam across the rider's goggles and illuminate the shimmering, fragmented clouds against the vast, hazy mountain backdrop, creating a tense and exciting atmosphere of high-speed, high-stakes action.", + "seed": 8624, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_9/index_7933_seed_8624_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025249060057103635, + "vlm_logprob": -0.025249060057103635, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.025249060057103635, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07649097591638565 + ], + "opposite_logprob_tokens": [ + -2.701490879058838 + ], + "logprob_reward": -0.07649097591638565, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07649097591638565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26624444127082825, + 0.07930825650691986, + 0.03727761656045914, + 0.03233157843351364, + 0.07268667966127396, + 0.06446569412946701, + 0.10075531154870987, + 0.014484855346381664, + 0.13407368957996368, + 0.19837196171283722 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.07649097591638565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199413359165192 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199413359165192, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199413359165192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08521109074354172, + 0.10466291010379791, + 0.015000837855041027, + 0.044660985469818115, + 0.054319221526384354, + 0.196302130818367, + 0.22510218620300293, + 0.0250251404941082, + 0.17393675446510315, + 0.07577869296073914 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.014199413359165192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288307711482048 + ], + "opposite_logprob_tokens": [ + -3.7732882499694824 + ], + "logprob_reward": -0.023288307711482048, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288307711482048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4907675087451935, + 0.02665513940155506, + 0.012779105454683304, + 0.02409547194838524, + 0.12944279611110687, + 0.045539140701293945, + 0.13877041637897491, + 0.026686839759349823, + 0.058681685477495193, + 0.04658187925815582 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.023288307711482048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024894457310438156 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024894457310438156, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024894457310438156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1483260840177536, + 0.028916316106915474, + 0.010246540419757366, + 0.019373347982764244, + 0.020022090524435043, + 0.011912724934518337, + 0.6207373142242432, + 0.013509810902178288, + 0.07241102308034897, + 0.054544754326343536 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.0024894457310438156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777157567441463 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.009777157567441463, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777157567441463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4630354642868042, + 0.029296845197677612, + 0.026154426857829094, + 0.012754338793456554, + 0.020628394559025764, + 0.04540667682886124, + 0.09331323206424713, + 0.015358688309788704, + 0.19634990394115448, + 0.09770208597183228 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.009777157567441463 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a mountain bike as it races down a perilously narrow path carved into a sun-scorched mountainside. The camera remains low to the ground, emphasizing the raw speed and ruggedness of the terrain. The bike, a modern full-suspension model with a matte black frame and chunky, knobby tires, is piloted by a rider wearing full protective gear, including a stylish white helmet and a vibrant orange jersey, who crouches in an aggressive, focused pose. As the rider expertly leans into a tight turn, his body moving with decisive force, the rear wheel slides slightly, explosively kicking up thick ochre dust and loose gravel. The harsh late afternoon sun casts long, dramatic shadows that gleam across the rider's goggles and illuminate the shimmering, fragmented clouds against the vast, hazy mountain backdrop, creating a tense and exciting atmosphere of high-speed, high-stakes action.", + "seed": 8625, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_9/index_7933_seed_8625_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020789478602819145, + "vlm_logprob": -0.020789478602819145, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.020789478602819145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04261775314807892 + ], + "opposite_logprob_tokens": [ + -3.2926177978515625 + ], + "logprob_reward": -0.04261775314807892, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04261775314807892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1736917793750763, + 0.07076329737901688, + 0.12548348307609558, + 0.22515474259853363, + 0.03887135162949562, + 0.055892955511808395, + 0.02425154484808445, + 0.10257526487112045, + 0.11884672939777374, + 0.06446883827447891 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.04261775314807892 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738912779837847 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006738912779837847, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738912779837847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1640678197145462, + 0.07999064773321152, + 0.12487512081861496, + 0.10065070539712906, + 0.04560020565986633, + 0.13041718304157257, + 0.10959553718566895, + 0.09145639836788177, + 0.08161710202693939, + 0.07172920554876328 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.006738912779837847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794851318001747 + ], + "opposite_logprob_tokens": [ + -3.529794931411743 + ], + "logprob_reward": -0.029794851318001747, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794851318001747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15704548358917236, + 0.06701212376356125, + 0.07253231853246689, + 0.07810996472835541, + 0.10041037946939468, + 0.03636240214109421, + 0.01969042979180813, + 0.15193107724189758, + 0.07773574441671371, + 0.23917007446289062 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.029794851318001747 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015126940561458468 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015126940561458468, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015126940561458468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10603290051221848, + 0.28323236107826233, + 0.1677938997745514, + 0.11325611919164658, + 0.06131931394338608, + 0.03580193966627121, + 0.03306911513209343, + 0.10507774353027344, + 0.06088899448513985, + 0.03352760523557663 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.0015126940561458468 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283181712031364 + ], + "opposite_logprob_tokens": [ + -3.7732832431793213 + ], + "logprob_reward": -0.023283181712031364, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283181712031364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430591195821762, + 0.12070769816637039, + 0.08172256499528885, + 0.06815765053033829, + 0.10932476818561554, + 0.14495469629764557, + 0.05057031288743019, + 0.13841044902801514, + 0.042543601244688034, + 0.10054922103881836 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.023283181712031364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a mountain bike as it races down a perilously narrow path carved into a sun-scorched mountainside. The camera remains low to the ground, emphasizing the raw speed and ruggedness of the terrain. The bike, a modern full-suspension model with a matte black frame and chunky, knobby tires, is piloted by a rider wearing full protective gear, including a stylish white helmet and a vibrant orange jersey, who crouches in an aggressive, focused pose. As the rider expertly leans into a tight turn, his body moving with decisive force, the rear wheel slides slightly, explosively kicking up thick ochre dust and loose gravel. The harsh late afternoon sun casts long, dramatic shadows that gleam across the rider's goggles and illuminate the shimmering, fragmented clouds against the vast, hazy mountain backdrop, creating a tense and exciting atmosphere of high-speed, high-stakes action.", + "seed": 8626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_9/index_7933_seed_8626_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025146214547567068, + "vlm_logprob": -0.025146214547567068, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.025146214547567068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03291552886366844 + ], + "opposite_logprob_tokens": [ + -3.5329155921936035 + ], + "logprob_reward": -0.03291552886366844, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03291552886366844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23934629559516907, + 0.056622397154569626, + 0.07856527715921402, + 0.16569247841835022, + 0.053782008588314056, + 0.07732932269573212, + 0.05574171990156174, + 0.08782912790775299, + 0.05031490698456764, + 0.1347765177488327 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.03291552886366844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191400915384293 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.018191400915384293, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191400915384293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08561894297599792, + 0.22350755333900452, + 0.11460522562265396, + 0.07752479612827301, + 0.039331357926130295, + 0.08969036489725113, + 0.06083785369992256, + 0.061656203120946884, + 0.07869183272123337, + 0.16853590309619904 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.018191400915384293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203988194465637 + ], + "opposite_logprob_tokens": [ + -2.812039852142334 + ], + "logprob_reward": -0.06203988194465637, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203988194465637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12746474146842957, + 0.07524274289608002, + 0.039848897606134415, + 0.040700189769268036, + 0.04880698397755623, + 0.21703162789344788, + 0.12066084146499634, + 0.1301807165145874, + 0.07743766903877258, + 0.12262553721666336 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.06203988194465637 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015136463334783912 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015136463334783912, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015136463334783912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06443097442388535, + 0.04580800235271454, + 0.0261783916503191, + 0.05912662670016289, + 0.11983377486467361, + 0.3016791045665741, + 0.11324072629213333, + 0.05854830890893936, + 0.08452066779136658, + 0.126633420586586 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.0015136463334783912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107061468064785 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.01107061468064785, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107061468064785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09961877018213272, + 0.14756810665130615, + 0.03834407776594162, + 0.060001760721206665, + 0.04776933044195175, + 0.10073579847812653, + 0.09549981355667114, + 0.24435675144195557, + 0.11525111645460129, + 0.05085447058081627 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.01107061468064785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows a mountain bike as it races down a perilously narrow path carved into a sun-scorched mountainside. The camera remains low to the ground, emphasizing the raw speed and ruggedness of the terrain. The bike, a modern full-suspension model with a matte black frame and chunky, knobby tires, is piloted by a rider wearing full protective gear, including a stylish white helmet and a vibrant orange jersey, who crouches in an aggressive, focused pose. As the rider expertly leans into a tight turn, his body moving with decisive force, the rear wheel slides slightly, explosively kicking up thick ochre dust and loose gravel. The harsh late afternoon sun casts long, dramatic shadows that gleam across the rider's goggles and illuminate the shimmering, fragmented clouds against the vast, hazy mountain backdrop, creating a tense and exciting atmosphere of high-speed, high-stakes action.", + "seed": 8627, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000293/group_9/index_7933_seed_8627_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025679069012403487, + "vlm_logprob": -0.025679069012403487, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.025679069012403487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08201786875724792 + ], + "opposite_logprob_tokens": [ + -2.5820178985595703 + ], + "logprob_reward": -0.08201786875724792, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08201786875724792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09430299699306488, + 0.1324506253004074, + 0.13147276639938354, + 0.06871625036001205, + 0.0670013427734375, + 0.03082205541431904, + 0.06082502007484436, + 0.04742313176393509, + 0.03138872981071472, + 0.33559712767601013 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.08201786875724792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645270295441151 + ], + "opposite_logprob_tokens": [ + -5.379645347595215 + ], + "logprob_reward": -0.004645270295441151, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645270295441151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1312280148267746, + 0.1175559014081955, + 0.2289770543575287, + 0.05077657103538513, + 0.07547412812709808, + 0.04474712908267975, + 0.08807823061943054, + 0.0431489460170269, + 0.0851571261882782, + 0.1348569393157959 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.004645270295441151 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635536715388298 + ], + "opposite_logprob_tokens": [ + -3.651355266571045 + ], + "logprob_reward": -0.02635536715388298, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635536715388298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28911933302879333, + 0.07855531573295593, + 0.2608037292957306, + 0.035350244492292404, + 0.03963160142302513, + 0.020243750885128975, + 0.05344599112868309, + 0.030316082760691643, + 0.09888770431280136, + 0.09364623576402664 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.02635536715388298 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741280667483807 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.006741280667483807, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741280667483807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22024750709533691, + 0.07126329839229584, + 0.2151060253381729, + 0.05472914129495621, + 0.08433832228183746, + 0.041360750794410706, + 0.06588304787874222, + 0.044390562921762466, + 0.043145306408405304, + 0.15953603386878967 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.006741280667483807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle, close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a narrow path carved into a sun-scorched mountainside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a white helmet and a vibrant orange jersey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rear wheel slide and kick up thick ochre dust and loose gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long shadows visible on the ground due to harsh late afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635558187961578 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635558187961578, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635558187961578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07639876753091812, + 0.05332950875163078, + 0.04610583186149597, + 0.02466612495481968, + 0.5214983820915222, + 0.0465550422668457, + 0.10783770680427551, + 0.026665667071938515, + 0.02750551886856556, + 0.06943751126527786 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.008635558187961578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_0/index_tensor([4227, 4227])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_0/index_tensor([4227, 4227])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b5d485b932611d56916aa9d43b5a2eb94faf7242 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_0/index_tensor([4227, 4227])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "At night, a static, low-angle, extreme wide-angle shot gazes upward from the dark, empty stands of a vast stadium. Towering metal-grid floodlight structures, their skeletal outlines barely visible, unleash vast, sharp beams of brilliant white light into the sky. These beams cut sharply through the thick, humid haze hanging in the starless atmosphere, causing the light to appear voluminous and almost solid. Above the unseen field, these powerful shafts of light intersect and overlap, colliding in a silent, dramatic spectacle, creating areas of even more intense, dazzling brightness where they meet. The entire scene is rendered in stark, high-contrast style; the searing, icy white light contrasts sharply with the deep, velvety black of the shadowed arena and the inky void above, creating a powerful and solitary spectacle of light and shadow within an otherwise lifeless space, imbued with a sense of eerie, awaiting grandeur.", + "seed": 27751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_0/index_4227_seed_27751_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1110990960849449, + "vlm_logprob": -0.1110990960849449, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.1110990960849449, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5235162973403931 + ], + "opposite_logprob_tokens": [ + -0.8985162973403931 + ], + "logprob_reward": -0.5235162973403931, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5235162973403931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21592292189598083, + 0.07337290048599243, + 0.03715084493160248, + 0.37923312187194824, + 0.05633058771491051, + 0.02519664727151394, + 0.0337405800819397, + 0.024082377552986145, + 0.11301305145025253, + 0.04195694997906685 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.5235162973403931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748266983777285 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748266983777285, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748266983777285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17633475363254547, + 0.035251326858997345, + 0.02719925530254841, + 0.5974529385566711, + 0.025601886212825775, + 0.018733780831098557, + 0.024425718933343887, + 0.01483889203518629, + 0.04204748943448067, + 0.03811393305659294 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.006748266983777285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010444429935887456 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010444429935887456, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010444429935887456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23225179314613342, + 0.08608777821063995, + 0.03621987998485565, + 0.3702411949634552, + 0.046757765114307404, + 0.022157007828354836, + 0.028901763260364532, + 0.01864083670079708, + 0.11024613678455353, + 0.04849592596292496 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0010444429935887456 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614442190155387 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.003614442190155387, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614442190155387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16177906095981598, + 0.05379281938076019, + 0.048437803983688354, + 0.4362961947917938, + 0.05268014967441559, + 0.024668188765645027, + 0.026335930451750755, + 0.06004282459616661, + 0.09405562281608582, + 0.04191134124994278 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.003614442190155387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572030916810036 + ], + "opposite_logprob_tokens": [ + -3.8955719470977783 + ], + "logprob_reward": -0.020572030916810036, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572030916810036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18020203709602356, + 0.08297214657068253, + 0.030145801603794098, + 0.15203924477100372, + 0.10857655107975006, + 0.1500168740749359, + 0.04177296534180641, + 0.041993625462055206, + 0.1274627149105072, + 0.08481810241937637 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.020572030916810036 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At night, a static, low-angle, extreme wide-angle shot gazes upward from the dark, empty stands of a vast stadium. Towering metal-grid floodlight structures, their skeletal outlines barely visible, unleash vast, sharp beams of brilliant white light into the sky. These beams cut sharply through the thick, humid haze hanging in the starless atmosphere, causing the light to appear voluminous and almost solid. Above the unseen field, these powerful shafts of light intersect and overlap, colliding in a silent, dramatic spectacle, creating areas of even more intense, dazzling brightness where they meet. The entire scene is rendered in stark, high-contrast style; the searing, icy white light contrasts sharply with the deep, velvety black of the shadowed arena and the inky void above, creating a powerful and solitary spectacle of light and shadow within an otherwise lifeless space, imbued with a sense of eerie, awaiting grandeur.", + "seed": 27752, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_0/index_4227_seed_27752_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010135686630383134, + "vlm_logprob": -0.010135686630383134, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.010135686630383134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012939654290676117 + ], + "opposite_logprob_tokens": [ + -4.387939453125 + ], + "logprob_reward": -0.012939654290676117, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012939654290676117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2530403137207031, + 0.0612054243683815, + 0.08902645111083984, + 0.061362992972135544, + 0.03278765082359314, + 0.022925280034542084, + 0.060283612459897995, + 0.09104534983634949, + 0.05327647551894188, + 0.27504637837409973 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.012939654290676117 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076457480899989605 + ], + "opposite_logprob_tokens": [ + -4.882645606994629 + ], + "logprob_reward": -0.0076457480899989605, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076457480899989605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32015636563301086, + 0.12445171922445297, + 0.04550547152757645, + 0.1075521782040596, + 0.03850731626152992, + 0.02955298125743866, + 0.04026816785335541, + 0.07805008441209793, + 0.036989253014326096, + 0.1789664626121521 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0076457480899989605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009274948388338089 + ], + "opposite_logprob_tokens": [ + -7.000927448272705 + ], + "logprob_reward": -0.0009274948388338089, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009274948388338089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36933672428131104, + 0.14297503232955933, + 0.052264630794525146, + 0.0789022296667099, + 0.053895916789770126, + 0.028615735471248627, + 0.022545117884874344, + 0.054991066455841064, + 0.05860516428947449, + 0.13786844909191132 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0009274948388338089 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028229409363120794 + ], + "opposite_logprob_tokens": [ + -5.8778228759765625 + ], + "logprob_reward": -0.0028229409363120794, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028229409363120794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33749061822891235, + 0.10454124957323074, + 0.09386882185935974, + 0.13135062158107758, + 0.04089539125561714, + 0.02882966957986355, + 0.0392126627266407, + 0.04702466353774071, + 0.07612670958042145, + 0.10065963864326477 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0028229409363120794 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342594996094704 + ], + "opposite_logprob_tokens": [ + -3.6513426303863525 + ], + "logprob_reward": -0.026342594996094704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342594996094704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2923223674297333, + 0.06072867661714554, + 0.12000622600317001, + 0.040967751294374466, + 0.09330714493989944, + 0.0867958590388298, + 0.049078572541475296, + 0.04374933987855911, + 0.10884584486484528, + 0.10419821739196777 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.026342594996094704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At night, a static, low-angle, extreme wide-angle shot gazes upward from the dark, empty stands of a vast stadium. Towering metal-grid floodlight structures, their skeletal outlines barely visible, unleash vast, sharp beams of brilliant white light into the sky. These beams cut sharply through the thick, humid haze hanging in the starless atmosphere, causing the light to appear voluminous and almost solid. Above the unseen field, these powerful shafts of light intersect and overlap, colliding in a silent, dramatic spectacle, creating areas of even more intense, dazzling brightness where they meet. The entire scene is rendered in stark, high-contrast style; the searing, icy white light contrasts sharply with the deep, velvety black of the shadowed arena and the inky void above, creating a powerful and solitary spectacle of light and shadow within an otherwise lifeless space, imbued with a sense of eerie, awaiting grandeur.", + "seed": 27753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_0/index_4227_seed_27753_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.007494997314643115, + "vlm_logprob": -0.007494997314643115, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.007494997314643115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01459658145904541 + ], + "opposite_logprob_tokens": [ + -4.264596462249756 + ], + "logprob_reward": -0.01459658145904541, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01459658145904541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27201738953590393, + 0.09091144800186157, + 0.05492892116308212, + 0.05777353420853615, + 0.16672280430793762, + 0.04233246296644211, + 0.09887775033712387, + 0.12451644241809845, + 0.04458743333816528, + 0.047331906855106354 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01459658145904541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653339274227619 + ], + "opposite_logprob_tokens": [ + -5.379653453826904 + ], + "logprob_reward": -0.004653339274227619, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653339274227619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2214091718196869, + 0.13050216436386108, + 0.13513538241386414, + 0.05914242938160896, + 0.04107905179262161, + 0.05046764388680458, + 0.11216916143894196, + 0.13350583612918854, + 0.04476633295416832, + 0.07182282954454422 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.004653339274227619 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006399490521289408 + ], + "opposite_logprob_tokens": [ + -7.375639915466309 + ], + "logprob_reward": -0.0006399490521289408, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006399490521289408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.233623206615448, + 0.1545543521642685, + 0.08020605891942978, + 0.05504611134529114, + 0.10605912655591965, + 0.06472361087799072, + 0.05215288698673248, + 0.1192314401268959, + 0.05439991503953934, + 0.08000332117080688 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0006399490521289408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015173362335190177 + ], + "opposite_logprob_tokens": [ + -6.501517295837402 + ], + "logprob_reward": -0.0015173362335190177, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015173362335190177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1626972258090973, + 0.09187256544828415, + 0.05819857865571976, + 0.03415028378367424, + 0.21125364303588867, + 0.0728464126586914, + 0.03913412615656853, + 0.11767197400331497, + 0.0767064094543457, + 0.13546879589557648 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.0015173362335190177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2484709471464157, + 0.04536932706832886, + 0.08089226484298706, + 0.04392067715525627, + 0.11412157118320465, + 0.0677587017416954, + 0.12353263050317764, + 0.08085889369249344, + 0.06829779595136642, + 0.12677718698978424 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.016067780554294586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At night, a static, low-angle, extreme wide-angle shot gazes upward from the dark, empty stands of a vast stadium. Towering metal-grid floodlight structures, their skeletal outlines barely visible, unleash vast, sharp beams of brilliant white light into the sky. These beams cut sharply through the thick, humid haze hanging in the starless atmosphere, causing the light to appear voluminous and almost solid. Above the unseen field, these powerful shafts of light intersect and overlap, colliding in a silent, dramatic spectacle, creating areas of even more intense, dazzling brightness where they meet. The entire scene is rendered in stark, high-contrast style; the searing, icy white light contrasts sharply with the deep, velvety black of the shadowed arena and the inky void above, creating a powerful and solitary spectacle of light and shadow within an otherwise lifeless space, imbued with a sense of eerie, awaiting grandeur.", + "seed": 27754, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_0/index_4227_seed_27754_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009574859379790723, + "vlm_logprob": -0.009574859379790723, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.009574859379790723, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014761981554329395 + ], + "opposite_logprob_tokens": [ + -4.264761924743652 + ], + "logprob_reward": -0.014761981554329395, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014761981554329395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12216025590896606, + 0.06002780795097351, + 0.034842681139707565, + 0.05219591408967972, + 0.03183146193623543, + 0.07764846086502075, + 0.4908332824707031, + 0.061004895716905594, + 0.01484755426645279, + 0.05460764840245247 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.014761981554329395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961375776678324 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961375776678324, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961375776678324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11891930550336838, + 0.05421217903494835, + 0.047957081347703934, + 0.07323448359966278, + 0.031918469816446304, + 0.05525907874107361, + 0.3070988655090332, + 0.07904580980539322, + 0.018332939594984055, + 0.21402181684970856 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.005961375776678324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010459910845384002 + ], + "opposite_logprob_tokens": [ + -6.876046180725098 + ], + "logprob_reward": -0.0010459910845384002, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010459910845384002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1296500265598297, + 0.059376414865255356, + 0.05028674751520157, + 0.07920949161052704, + 0.09646321833133698, + 0.061977554112672806, + 0.18700386583805084, + 0.08973309397697449, + 0.04060966894030571, + 0.20568989217281342 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.0010459910845384002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028224652633070946 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.0028224652633070946, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028224652633070946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1377478539943695, + 0.1162656769156456, + 0.08469501882791519, + 0.16277752816677094, + 0.0356273353099823, + 0.05947285518050194, + 0.082327701151371, + 0.042805276811122894, + 0.04650221765041351, + 0.2317785769701004 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0028224652633070946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night in a vast, empty stadium with dark stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are towering metal-grid floodlight structures visible with skeletal outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do sharp beams of brilliant white light cut through a thick, humid haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light beams intersect and overlap to create areas of intense brightness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle, extreme wide-angle view gazing upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282483220100403 + ], + "opposite_logprob_tokens": [ + -3.773282527923584 + ], + "logprob_reward": -0.023282483220100403, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282483220100403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10113971680402756, + 0.0574587918817997, + 0.05683048069477081, + 0.06407050788402557, + 0.03876342996954918, + 0.05237441509962082, + 0.3051224946975708, + 0.035199929028749466, + 0.05045121908187866, + 0.23858897387981415 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.023282483220100403 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_1/index_tensor([1243, 1243])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_1/index_tensor([1243, 1243])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3dfc39481e0bd708e12f8fb7698711476e3a8e55 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_1/index_tensor([1243, 1243])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static and positioned at a slightly elevated angle, captures an Indian tiger centipede coiled in a tight, defensive spiral atop a damp, rotting piece of wood. The scene is remarkably focused thanks to Unreal Engine's hyperrealistic detail and dramatic, moody lighting signature. The centipede's segmented exoskeleton displays a striking, alternating pattern of vibrant, saturated orange and deep, velvety black stripes, each segment shimmering with a glossy, chitinous sheen, reflecting the single, focused light source. Its numerous, delicate yellow legs cling to its body, its head and formidable power hidden at the center of the coil. The dark brown wood beneath is rough-grained, glistening with moisture and covered with patches of soft green moss. A powerful beam of light, as if penetrating a dense canopy, illuminates the subject, casting deep, dramatic shadows and creating brilliant, specular highlights on the creature's damp-looking armor and water droplets on the wood, while the background dissolves into a dark, out-of-focus blur of earth tones. The stillness of the image is charged with tension, emphasizing the centipede’s smooth, almost alien texture, creating a moody, suspenseful atmosphere that is both beautiful and sinister.", + "seed": 26499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_1/index_1243_seed_26499_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.039604691322892904, + "vlm_logprob": -0.039604691322892904, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.039604691322892904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11450869590044022 + ], + "opposite_logprob_tokens": [ + -2.239508628845215 + ], + "logprob_reward": -0.11450869590044022, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11450869590044022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3750097453594208, + 0.20311731100082397, + 0.054517608135938644, + 0.06940534710884094, + 0.01802908629179001, + 0.10992787778377533, + 0.054072294384241104, + 0.023446375504136086, + 0.05085400864481926, + 0.04162033647298813 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.11450869590044022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048664771020412445 + ], + "opposite_logprob_tokens": [ + -3.0486648082733154 + ], + "logprob_reward": -0.048664771020412445, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048664771020412445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3479367792606354, + 0.10000338405370712, + 0.08055761456489563, + 0.029500877484679222, + 0.09478926658630371, + 0.07166959345340729, + 0.055295590311288834, + 0.05995585024356842, + 0.021988220512866974, + 0.13830280303955078 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.048664771020412445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108216866850853 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.01108216866850853, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108216866850853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42332664132118225, + 0.10918810963630676, + 0.1305113583803177, + 0.051006317138671875, + 0.04272567108273506, + 0.048503343015909195, + 0.03868900239467621, + 0.04915251210331917, + 0.046404436230659485, + 0.0604926273226738 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01108216866850853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577985793352127 + ], + "opposite_logprob_tokens": [ + -3.895577907562256 + ], + "logprob_reward": -0.020577985793352127, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577985793352127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20530050992965698, + 0.3096581697463989, + 0.09277193248271942, + 0.053596798330545425, + 0.08318566530942917, + 0.03818716108798981, + 0.023286273702979088, + 0.07146456837654114, + 0.04753803089261055, + 0.07501079887151718 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.020577985793352127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031898352317512035 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031898352317512035, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031898352317512035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5179685950279236, + 0.13501442968845367, + 0.07390348613262177, + 0.03085455298423767, + 0.08958913385868073, + 0.04877742379903793, + 0.0295129232108593, + 0.02213682420551777, + 0.02556842565536499, + 0.026674184948205948 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0031898352317512035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static and positioned at a slightly elevated angle, captures an Indian tiger centipede coiled in a tight, defensive spiral atop a damp, rotting piece of wood. The scene is remarkably focused thanks to Unreal Engine's hyperrealistic detail and dramatic, moody lighting signature. The centipede's segmented exoskeleton displays a striking, alternating pattern of vibrant, saturated orange and deep, velvety black stripes, each segment shimmering with a glossy, chitinous sheen, reflecting the single, focused light source. Its numerous, delicate yellow legs cling to its body, its head and formidable power hidden at the center of the coil. The dark brown wood beneath is rough-grained, glistening with moisture and covered with patches of soft green moss. A powerful beam of light, as if penetrating a dense canopy, illuminates the subject, casting deep, dramatic shadows and creating brilliant, specular highlights on the creature's damp-looking armor and water droplets on the wood, while the background dissolves into a dark, out-of-focus blur of earth tones. The stillness of the image is charged with tension, emphasizing the centipede’s smooth, almost alien texture, creating a moody, suspenseful atmosphere that is both beautiful and sinister.", + "seed": 26500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_1/index_1243_seed_26500_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09627671949565411, + "vlm_logprob": -0.09627671949565411, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.09627671949565411, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43096601963043213 + ], + "opposite_logprob_tokens": [ + -1.0559660196304321 + ], + "logprob_reward": -0.43096601963043213, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43096601963043213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35911989212036133, + 0.06094912812113762, + 0.06125606968998909, + 0.07183969020843506, + 0.06892316788434982, + 0.04284176602959633, + 0.051891960203647614, + 0.10525735467672348, + 0.08504384011030197, + 0.0928770899772644 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.43096601963043213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018203342333436012 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.018203342333436012, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018203342333436012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5495104789733887, + 0.059897761791944504, + 0.06878767907619476, + 0.13760651648044586, + 0.027895808219909668, + 0.01111485343426466, + 0.015731364488601685, + 0.06920629739761353, + 0.03700040280818939, + 0.0232488252222538 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.018203342333436012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608009822666645 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.01608009822666645, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608009822666645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3556046187877655, + 0.13301396369934082, + 0.08292094618082047, + 0.05852138623595238, + 0.12430895119905472, + 0.030976679176092148, + 0.03652385622262955, + 0.025337062776088715, + 0.04444195702672005, + 0.10835061967372894 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01608009822666645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196004718542099 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014196004718542099, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196004718542099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3169187009334564, + 0.10712789744138718, + 0.04458869248628616, + 0.11055752635002136, + 0.11658767610788345, + 0.04539601504802704, + 0.04117925092577934, + 0.0983959212899208, + 0.05948888882994652, + 0.059759411960840225 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.014196004718542099 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00193813256919384 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.00193813256919384, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00193813256919384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3614363670349121, + 0.11772511154413223, + 0.07875391095876694, + 0.0842556357383728, + 0.07917200773954391, + 0.07675874978303909, + 0.031877707690000534, + 0.04762088507413864, + 0.05843774229288101, + 0.06396190077066422 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00193813256919384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static and positioned at a slightly elevated angle, captures an Indian tiger centipede coiled in a tight, defensive spiral atop a damp, rotting piece of wood. The scene is remarkably focused thanks to Unreal Engine's hyperrealistic detail and dramatic, moody lighting signature. The centipede's segmented exoskeleton displays a striking, alternating pattern of vibrant, saturated orange and deep, velvety black stripes, each segment shimmering with a glossy, chitinous sheen, reflecting the single, focused light source. Its numerous, delicate yellow legs cling to its body, its head and formidable power hidden at the center of the coil. The dark brown wood beneath is rough-grained, glistening with moisture and covered with patches of soft green moss. A powerful beam of light, as if penetrating a dense canopy, illuminates the subject, casting deep, dramatic shadows and creating brilliant, specular highlights on the creature's damp-looking armor and water droplets on the wood, while the background dissolves into a dark, out-of-focus blur of earth tones. The stillness of the image is charged with tension, emphasizing the centipede’s smooth, almost alien texture, creating a moody, suspenseful atmosphere that is both beautiful and sinister.", + "seed": 26501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_1/index_1243_seed_26501_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0984869423788041, + "vlm_logprob": -0.0984869423788041, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.0984869423788041, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4301438629627228 + ], + "opposite_logprob_tokens": [ + -1.0551438331604004 + ], + "logprob_reward": -0.4301438629627228, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4301438629627228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1523638814687729, + 0.031544726341962814, + 0.07675227522850037, + 0.12995676696300507, + 0.06663691252470016, + 0.16245703399181366, + 0.1774902492761612, + 0.11169183254241943, + 0.03359629213809967, + 0.05751001834869385 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.4301438629627228 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294828832149506 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294828832149506, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294828832149506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2288530021905899, + 0.07169894874095917, + 0.05664467811584473, + 0.05291292816400528, + 0.07970939576625824, + 0.22421827912330627, + 0.094310462474823, + 0.0598953552544117, + 0.05933534726500511, + 0.07242168486118317 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023294828832149506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024920618161559105 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.0024920618161559105, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024920618161559105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19862814247608185, + 0.036594681441783905, + 0.06391391158103943, + 0.23007820546627045, + 0.18746598064899445, + 0.06932780891656876, + 0.06007713824510574, + 0.055966611951589584, + 0.044385090470314026, + 0.05356239899992943 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0024920618161559105 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689338713884354 + ], + "opposite_logprob_tokens": [ + -3.408689260482788 + ], + "logprob_reward": -0.033689338713884354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689338713884354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08674125373363495, + 0.04558342695236206, + 0.0775262862443924, + 0.13742123544216156, + 0.0629199743270874, + 0.20482787489891052, + 0.10119015723466873, + 0.10212959349155426, + 0.09246613085269928, + 0.08919407427310944 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.033689338713884354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00281461956910789 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.00281461956910789, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00281461956910789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14092782139778137, + 0.06745286285877228, + 0.07107461988925934, + 0.0922892615199089, + 0.060837842524051666, + 0.08906243741512299, + 0.20903843641281128, + 0.04930078610777855, + 0.1509823352098465, + 0.06903360038995743 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.00281461956910789 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static and positioned at a slightly elevated angle, captures an Indian tiger centipede coiled in a tight, defensive spiral atop a damp, rotting piece of wood. The scene is remarkably focused thanks to Unreal Engine's hyperrealistic detail and dramatic, moody lighting signature. The centipede's segmented exoskeleton displays a striking, alternating pattern of vibrant, saturated orange and deep, velvety black stripes, each segment shimmering with a glossy, chitinous sheen, reflecting the single, focused light source. Its numerous, delicate yellow legs cling to its body, its head and formidable power hidden at the center of the coil. The dark brown wood beneath is rough-grained, glistening with moisture and covered with patches of soft green moss. A powerful beam of light, as if penetrating a dense canopy, illuminates the subject, casting deep, dramatic shadows and creating brilliant, specular highlights on the creature's damp-looking armor and water droplets on the wood, while the background dissolves into a dark, out-of-focus blur of earth tones. The stillness of the image is charged with tension, emphasizing the centipede’s smooth, almost alien texture, creating a moody, suspenseful atmosphere that is both beautiful and sinister.", + "seed": 26502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_1/index_1243_seed_26502_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03496977854520082, + "vlm_logprob": -0.03496977854520082, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.03496977854520082, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12862204015254974 + ], + "opposite_logprob_tokens": [ + -2.128622055053711 + ], + "logprob_reward": -0.12862204015254974, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12862204015254974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06712841242551804, + 0.06439905613660812, + 0.029607044532895088, + 0.10119004547595978, + 0.033550456166267395, + 0.21557849645614624, + 0.07382716983556747, + 0.1233239471912384, + 0.23938745260238647, + 0.05200794339179993 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.12862204015254974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608009822666645 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.01608009822666645, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608009822666645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1819775104522705, + 0.06528560072183609, + 0.035288404673337936, + 0.03763233497738838, + 0.057492446154356, + 0.10514450073242188, + 0.029839349910616875, + 0.03151051700115204, + 0.046671312302351, + 0.40915802121162415 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.01608009822666645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632971741259098 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007632971741259098, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632971741259098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16334307193756104, + 0.15247033536434174, + 0.039595138281583786, + 0.0508599616587162, + 0.09616315364837646, + 0.027992624789476395, + 0.026642033830285072, + 0.07549019157886505, + 0.14922745525836945, + 0.2182159572839737 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.007632971741259098 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057565003633499 + ], + "opposite_logprob_tokens": [ + -3.895575761795044 + ], + "logprob_reward": -0.02057565003633499, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057565003633499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04449138045310974, + 0.04182770103216171, + 0.026631535962224007, + 0.10103868693113327, + 0.07890187203884125, + 0.2100803703069687, + 0.061815980821847916, + 0.2800428867340088, + 0.08082003146409988, + 0.07434946298599243 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.02057565003633499 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject an Indian tiger centipede coiled in a tight spiral?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede positioned on a damp, rotting piece of wood covered with soft green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the centipede display an alternating pattern of vibrant orange and deep black stripes with a glossy sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot an extreme close-up with a static position at a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dark, out-of-focus blur of earth tones illuminated by a single powerful beam of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00193813256919384 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.00193813256919384, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00193813256919384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04826011136174202, + 0.047515708953142166, + 0.0351279154419899, + 0.037183549255132675, + 0.12363431602716446, + 0.42336606979370117, + 0.09995575994253159, + 0.07341355830430984, + 0.05128985643386841, + 0.06025313958525658 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.00193813256919384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_10/index_tensor([7338, 7338])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_10/index_tensor([7338, 7338])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a501b3e9625e6a028752bb9417f155096c6da8ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_10/index_tensor([7338, 7338])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, medium-length, static shot focuses on a closed, space gray, anodized aluminum laptop on a dark wooden tabletop. In the dimly lit modern studio, indirect lighting in the background barely creates a faint outline, creating an atmosphere of tranquility and concentration. A pair of slender hands reach in from outside the frame, carefully grasping the edge of the laptop lid. With a steady, fluid upward motion, the lid slowly opens, its diamond-cut edges gleaming delicately in the dim light. As the lid opens to a certain angle, the previously dark screen suddenly awakens, emitting a soft, even, and slightly cool bluish-white glow. This light not only illuminates the keyboard and trackpad beneath, but also casts subtle reflections on the smooth body and tabletop, gently gilding the hands operating it with a technological halo. The entire process is imbued with a sense of anticipation and exquisite ritual.", + "seed": 21427, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_10/index_7338_seed_21427_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015089618018828332, + "vlm_logprob": -0.015089618018828332, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.015089618018828332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028156446292996407 + ], + "opposite_logprob_tokens": [ + -3.9031565189361572 + ], + "logprob_reward": -0.028156446292996407, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.028156446292996407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09626760333776474, + 0.03473500907421112, + 0.13087253272533417, + 0.08459118753671646, + 0.07343482226133347, + 0.10165335983037949, + 0.26241835951805115, + 0.06701526045799255, + 0.051763471215963364, + 0.09724840521812439 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.028156446292996407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332557551562786 + ], + "opposite_logprob_tokens": [ + -3.7733256816864014 + ], + "logprob_reward": -0.02332557551562786, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332557551562786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1258966475725174, + 0.04106777533888817, + 0.029449235647916794, + 0.07445932924747467, + 0.05255092307925224, + 0.08378489315509796, + 0.12290038913488388, + 0.13547304272651672, + 0.2705220878124237, + 0.06389564275741577 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.02332557551562786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019508631667122245 + ], + "opposite_logprob_tokens": [ + -6.251950740814209 + ], + "logprob_reward": -0.0019508631667122245, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019508631667122245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11672470718622208, + 0.04786785691976547, + 0.08481189608573914, + 0.17764779925346375, + 0.046229537576436996, + 0.09528536349534988, + 0.09774541854858398, + 0.04140064865350723, + 0.10826635360717773, + 0.18402042984962463 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0019508631667122245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950473714619875 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950473714619875, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950473714619875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11300278455018997, + 0.03848833590745926, + 0.06410025805234909, + 0.08053405582904816, + 0.0635133758187294, + 0.09629738330841064, + 0.16787846386432648, + 0.04517015814781189, + 0.17626802623271942, + 0.15474708378314972 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.005950473714619875 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064731404185295 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064731404185295, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064731404185295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09746789187192917, + 0.03589395806193352, + 0.08235067874193192, + 0.193391814827919, + 0.03450937941670418, + 0.16783645749092102, + 0.15447215735912323, + 0.04226895794272423, + 0.0748191773891449, + 0.11698947846889496 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.016064731404185295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, medium-length, static shot focuses on a closed, space gray, anodized aluminum laptop on a dark wooden tabletop. In the dimly lit modern studio, indirect lighting in the background barely creates a faint outline, creating an atmosphere of tranquility and concentration. A pair of slender hands reach in from outside the frame, carefully grasping the edge of the laptop lid. With a steady, fluid upward motion, the lid slowly opens, its diamond-cut edges gleaming delicately in the dim light. As the lid opens to a certain angle, the previously dark screen suddenly awakens, emitting a soft, even, and slightly cool bluish-white glow. This light not only illuminates the keyboard and trackpad beneath, but also casts subtle reflections on the smooth body and tabletop, gently gilding the hands operating it with a technological halo. The entire process is imbued with a sense of anticipation and exquisite ritual.", + "seed": 21428, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_10/index_7338_seed_21428_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03278898727148771, + "vlm_logprob": -0.03278898727148771, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.03278898727148771, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09638034552335739 + ], + "opposite_logprob_tokens": [ + -2.5963802337646484 + ], + "logprob_reward": -0.09638034552335739, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09638034552335739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2872049808502197, + 0.0629403218626976, + 0.05368530750274658, + 0.06243117153644562, + 0.06485464423894882, + 0.043219901621341705, + 0.17047929763793945, + 0.09299440681934357, + 0.05705970525741577, + 0.10513027012348175 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.09638034552335739 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381515771150589 + ], + "opposite_logprob_tokens": [ + -3.288151502609253 + ], + "logprob_reward": -0.0381515771150589, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381515771150589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16180692613124847, + 0.09758447855710983, + 0.06031635031104088, + 0.07183147966861725, + 0.03204474598169327, + 0.046291109174489975, + 0.2094758003950119, + 0.05541519448161125, + 0.11391089111566544, + 0.15132300555706024 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0381515771150589 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005269803572446108 + ], + "opposite_logprob_tokens": [ + -5.255270004272461 + ], + "logprob_reward": -0.005269803572446108, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005269803572446108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12097559869289398, + 0.10713770240545273, + 0.02836320549249649, + 0.09670541435480118, + 0.03764480724930763, + 0.0420626737177372, + 0.1687157303094864, + 0.11013537645339966, + 0.14308249950408936, + 0.1451769918203354 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.005269803572446108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954266060143709 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954266060143709, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954266060143709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15465658903121948, + 0.13455712795257568, + 0.04399285092949867, + 0.09450014680624008, + 0.09786854684352875, + 0.05112594738602638, + 0.06386227160692215, + 0.12348654121160507, + 0.13425664603710175, + 0.1016933023929596 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.005954266060143709 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188944086432457 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.018188944086432457, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188944086432457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15635769069194794, + 0.04535979777574539, + 0.03699902072548866, + 0.04303494095802307, + 0.10018964856863022, + 0.05302492529153824, + 0.06927861273288727, + 0.16455233097076416, + 0.19446106255054474, + 0.1367420107126236 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.018188944086432457 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, medium-length, static shot focuses on a closed, space gray, anodized aluminum laptop on a dark wooden tabletop. In the dimly lit modern studio, indirect lighting in the background barely creates a faint outline, creating an atmosphere of tranquility and concentration. A pair of slender hands reach in from outside the frame, carefully grasping the edge of the laptop lid. With a steady, fluid upward motion, the lid slowly opens, its diamond-cut edges gleaming delicately in the dim light. As the lid opens to a certain angle, the previously dark screen suddenly awakens, emitting a soft, even, and slightly cool bluish-white glow. This light not only illuminates the keyboard and trackpad beneath, but also casts subtle reflections on the smooth body and tabletop, gently gilding the hands operating it with a technological halo. The entire process is imbued with a sense of anticipation and exquisite ritual.", + "seed": 21429, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_10/index_7338_seed_21429_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016538454429246487, + "vlm_logprob": -0.016538454429246487, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.016538454429246487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012252775020897388 + ], + "opposite_logprob_tokens": [ + -4.6372528076171875 + ], + "logprob_reward": -0.012252775020897388, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012252775020897388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11578366905450821, + 0.06181034818291664, + 0.07800976186990738, + 0.038714539259672165, + 0.0643247663974762, + 0.11527781933546066, + 0.15001390874385834, + 0.14403073489665985, + 0.06949003040790558, + 0.1625443994998932 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.012252775020897388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869519919157028 + ], + "opposite_logprob_tokens": [ + -3.0486950874328613 + ], + "logprob_reward": -0.04869519919157028, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869519919157028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3291632831096649, + 0.11900495737791061, + 0.09045019745826721, + 0.11046420782804489, + 0.05346091464161873, + 0.0460040345788002, + 0.03973741829395294, + 0.09714481979608536, + 0.039825085550546646, + 0.07474509626626968 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04869519919157028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010471820132806897 + ], + "opposite_logprob_tokens": [ + -6.876047134399414 + ], + "logprob_reward": -0.0010471820132806897, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010471820132806897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06790105253458023, + 0.030981749296188354, + 0.08418546617031097, + 0.08855614811182022, + 0.09058234840631485, + 0.08044669777154922, + 0.19480550289154053, + 0.12753140926361084, + 0.049621254205703735, + 0.18538837134838104 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.0010471820132806897 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636489786207676 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.004636489786207676, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636489786207676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.065999835729599, + 0.03331725671887398, + 0.04787326976656914, + 0.02380850352346897, + 0.07681269943714142, + 0.058509279042482376, + 0.15622614324092865, + 0.17558030784130096, + 0.11472764611244202, + 0.24714498221874237 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.004636489786207676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606062613427639 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.01606062613427639, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606062613427639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11634046584367752, + 0.06918936967849731, + 0.04267432913184166, + 0.0985628068447113, + 0.05720418319106102, + 0.07981949299573898, + 0.06991776823997498, + 0.1374567300081253, + 0.07622887194156647, + 0.2526059150695801 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.01606062613427639 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, medium-length, static shot focuses on a closed, space gray, anodized aluminum laptop on a dark wooden tabletop. In the dimly lit modern studio, indirect lighting in the background barely creates a faint outline, creating an atmosphere of tranquility and concentration. A pair of slender hands reach in from outside the frame, carefully grasping the edge of the laptop lid. With a steady, fluid upward motion, the lid slowly opens, its diamond-cut edges gleaming delicately in the dim light. As the lid opens to a certain angle, the previously dark screen suddenly awakens, emitting a soft, even, and slightly cool bluish-white glow. This light not only illuminates the keyboard and trackpad beneath, but also casts subtle reflections on the smooth body and tabletop, gently gilding the hands operating it with a technological halo. The entire process is imbued with a sense of anticipation and exquisite ritual.", + "seed": 21430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_10/index_7338_seed_21430_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02161712779197842, + "vlm_logprob": -0.02161712779197842, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.02161712779197842, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05614219605922699 + ], + "opposite_logprob_tokens": [ + -3.0561420917510986 + ], + "logprob_reward": -0.05614219605922699, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05614219605922699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14041700959205627, + 0.13547123968601227, + 0.060973018407821655, + 0.05765165388584137, + 0.08721365034580231, + 0.04531903192400932, + 0.19012130796909332, + 0.12242431193590164, + 0.08479583263397217, + 0.07561293989419937 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.05614219605922699 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374270349740982 + ], + "opposite_logprob_tokens": [ + -3.408742666244507 + ], + "logprob_reward": -0.03374270349740982, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374270349740982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4510520100593567, + 0.038786012679338455, + 0.03173937276005745, + 0.03216242790222168, + 0.05178932473063469, + 0.04896961525082588, + 0.10648521035909653, + 0.07340191304683685, + 0.07550477236509323, + 0.09010937809944153 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.03374270349740982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011873346520587802 + ], + "opposite_logprob_tokens": [ + -6.751187324523926 + ], + "logprob_reward": -0.0011873346520587802, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011873346520587802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.300226092338562, + 0.19887472689151764, + 0.026892725378274918, + 0.018342940136790276, + 0.05096551775932312, + 0.04539443552494049, + 0.2317407727241516, + 0.024547457695007324, + 0.06973954290151596, + 0.03327571973204613 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0011873346520587802 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002821395406499505 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.002821395406499505, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002821395406499505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30033570528030396, + 0.2135552316904068, + 0.026516983285546303, + 0.04148416221141815, + 0.030239345505833626, + 0.02509627863764763, + 0.24642810225486755, + 0.027149513363838196, + 0.022989066317677498, + 0.06620559841394424 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.002821395406499505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a closed, space gray, anodized aluminum laptop on a dark wooden tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do a pair of slender hands reach in from outside the frame to grasp the laptop lid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the laptop lid open with a steady, fluid upward motion to reveal a screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the screen emit a soft, even, slightly cool bluish-white glow that illuminates the keyboard and casts reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dimly lit modern studio with indirect background lighting creating faint outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192009344696999 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.014192009344696999, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192009344696999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5080913305282593, + 0.08548235893249512, + 0.0446934849023819, + 0.031084299087524414, + 0.034562092274427414, + 0.06287100911140442, + 0.11838652193546295, + 0.04289214685559273, + 0.04144647717475891, + 0.030490247532725334 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014192009344696999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_11/index_tensor([5782, 5782])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_11/index_tensor([5782, 5782])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c4a1fbeb14bf5709bcbd25347238f3c49b8deea2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_11/index_tensor([5782, 5782])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level wide-angle shot completely reveals a vast, sterile expanse, where every surface seems composed of thick, perpetually damp, dripping white paint. Under a cold, shadowless, clinical light, the walls and floor are a smooth, fluid landscape, viscous streams slowly seeping downward. A gleaming scalpel hangs motionless at the center of this void, held in place by an unseen force, its polished steel blade reflecting the stark white surroundings with pristine clarity. At the blade's sharp tip, a drop of heavy crimson pigment gathers, its shape swollen and strained by surface tension, appearing thick and syrupy. In deliberately extreme slow motion, the crimson drop elongates, separates, and begins its descent. Upon impact with the damp white floor, it not only splashes but also sets off silent, concentric shockwaves that visibly distort and ripple the very fabric of painterly reality, causing the pure white surface to twist and swirl as the crimson pigment bleeds outward, creating a beautiful yet corruptible flower at the center of the hypnotic, sterile scene.", + "seed": 6186, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_11/index_5782_seed_6186_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012824003119021654, + "vlm_logprob": -0.012824003119021654, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.012824003119021654, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027150627225637436 + ], + "opposite_logprob_tokens": [ + -3.6521506309509277 + ], + "logprob_reward": -0.027150627225637436, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027150627225637436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38619646430015564, + 0.09524038434028625, + 0.04869518429040909, + 0.03319072350859642, + 0.05571403354406357, + 0.0843249261379242, + 0.07655902206897736, + 0.09801433235406876, + 0.06621560454368591, + 0.05584927648305893 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.027150627225637436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012566078454256058 + ], + "opposite_logprob_tokens": [ + -4.387566089630127 + ], + "logprob_reward": -0.012566078454256058, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012566078454256058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21527323126792908, + 0.15606410801410675, + 0.14059199392795563, + 0.06280901283025742, + 0.027950488030910492, + 0.024809492751955986, + 0.06783168762922287, + 0.09826749563217163, + 0.13100239634513855, + 0.07540009170770645 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012566078454256058 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013386583887040615 + ], + "opposite_logprob_tokens": [ + -6.626338481903076 + ], + "logprob_reward": -0.0013386583887040615, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013386583887040615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3436150848865509, + 0.0694090947508812, + 0.07576072216033936, + 0.07419226318597794, + 0.03347953036427498, + 0.025179939344525337, + 0.032305337488651276, + 0.17056536674499512, + 0.11467628926038742, + 0.060816340148448944 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0013386583887040615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024906350299715996 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024906350299715996, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024906350299715996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30403605103492737, + 0.02477860450744629, + 0.0863722413778305, + 0.06562843173742294, + 0.03265665844082832, + 0.03370239585638046, + 0.035626597702503204, + 0.23632800579071045, + 0.09259392321109772, + 0.08827704191207886 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0024906350299715996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574016496539116 + ], + "opposite_logprob_tokens": [ + -3.8955740928649902 + ], + "logprob_reward": -0.020574016496539116, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574016496539116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16724807024002075, + 0.07239802181720734, + 0.08517598360776901, + 0.06358546018600464, + 0.06080807372927666, + 0.07424958795309067, + 0.031867727637290955, + 0.2006871998310089, + 0.1122276708483696, + 0.13175222277641296 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.020574016496539116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot completely reveals a vast, sterile expanse, where every surface seems composed of thick, perpetually damp, dripping white paint. Under a cold, shadowless, clinical light, the walls and floor are a smooth, fluid landscape, viscous streams slowly seeping downward. A gleaming scalpel hangs motionless at the center of this void, held in place by an unseen force, its polished steel blade reflecting the stark white surroundings with pristine clarity. At the blade's sharp tip, a drop of heavy crimson pigment gathers, its shape swollen and strained by surface tension, appearing thick and syrupy. In deliberately extreme slow motion, the crimson drop elongates, separates, and begins its descent. Upon impact with the damp white floor, it not only splashes but also sets off silent, concentric shockwaves that visibly distort and ripple the very fabric of painterly reality, causing the pure white surface to twist and swirl as the crimson pigment bleeds outward, creating a beautiful yet corruptible flower at the center of the hypnotic, sterile scene.", + "seed": 6187, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_11/index_5782_seed_6187_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.007383867504540831, + "vlm_logprob": -0.007383867504540831, + "vlm_yes_no_margin": 5.549999952316284, + "vlm_token_credit": -0.007383867504540831, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008065748028457165 + ], + "opposite_logprob_tokens": [ + -4.883065700531006 + ], + "logprob_reward": -0.008065748028457165, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008065748028457165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1217842847108841, + 0.2724493443965912, + 0.23303112387657166, + 0.03632453829050064, + 0.029107123613357544, + 0.02192707546055317, + 0.01358871627599001, + 0.06786875426769257, + 0.17086170613765717, + 0.03305734321475029 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.008065748028457165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821013167500496 + ], + "opposite_logprob_tokens": [ + -4.018209934234619 + ], + "logprob_reward": -0.01821013167500496, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821013167500496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05582118034362793, + 0.514717698097229, + 0.2578772306442261, + 0.016810664907097816, + 0.030395682901144028, + 0.01772001013159752, + 0.01261945255100727, + 0.02883375994861126, + 0.034318141639232635, + 0.030886253342032433 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.01821013167500496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004963834653608501 + ], + "opposite_logprob_tokens": [ + -7.6254963874816895 + ], + "logprob_reward": -0.0004963834653608501, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004963834653608501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2295583337545395, + 0.4596625864505768, + 0.10156239569187164, + 0.01461009867489338, + 0.016700010746717453, + 0.01679304428398609, + 0.022297590970993042, + 0.035328399389982224, + 0.07151088863611221, + 0.03197665885090828 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0004963834653608501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001513170194812119 + ], + "opposite_logprob_tokens": [ + -6.5015130043029785 + ], + "logprob_reward": -0.001513170194812119, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001513170194812119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21122871339321136, + 0.3004499673843384, + 0.14025984704494476, + 0.07262161374092102, + 0.017584869638085365, + 0.04620356485247612, + 0.027059530839323997, + 0.04426971450448036, + 0.11491063237190247, + 0.025411544367671013 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.001513170194812119 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633904159069061 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008633904159069061, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633904159069061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15356355905532837, + 0.31602752208709717, + 0.025069953873753548, + 0.026011308655142784, + 0.01944790780544281, + 0.024291597306728363, + 0.029734134674072266, + 0.09826333075761795, + 0.25402286648750305, + 0.053567808121442795 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.008633904159069061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot completely reveals a vast, sterile expanse, where every surface seems composed of thick, perpetually damp, dripping white paint. Under a cold, shadowless, clinical light, the walls and floor are a smooth, fluid landscape, viscous streams slowly seeping downward. A gleaming scalpel hangs motionless at the center of this void, held in place by an unseen force, its polished steel blade reflecting the stark white surroundings with pristine clarity. At the blade's sharp tip, a drop of heavy crimson pigment gathers, its shape swollen and strained by surface tension, appearing thick and syrupy. In deliberately extreme slow motion, the crimson drop elongates, separates, and begins its descent. Upon impact with the damp white floor, it not only splashes but also sets off silent, concentric shockwaves that visibly distort and ripple the very fabric of painterly reality, causing the pure white surface to twist and swirl as the crimson pigment bleeds outward, creating a beautiful yet corruptible flower at the center of the hypnotic, sterile scene.", + "seed": 6188, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_11/index_5782_seed_6188_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010093485121615231, + "vlm_logprob": -0.010093485121615231, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.010093485121615231, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005889680236577988 + ], + "opposite_logprob_tokens": [ + -5.255889892578125 + ], + "logprob_reward": -0.005889680236577988, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005889680236577988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34093421697616577, + 0.07910728454589844, + 0.06754041463136673, + 0.03198157995939255, + 0.21563437581062317, + 0.05497271940112114, + 0.04458269476890564, + 0.03682288900017738, + 0.015738924965262413, + 0.11268497258424759 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.005889680236577988 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026366746053099632 + ], + "opposite_logprob_tokens": [ + -3.651366710662842 + ], + "logprob_reward": -0.026366746053099632, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026366746053099632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27768033742904663, + 0.04796266555786133, + 0.031323038041591644, + 0.04382874444127083, + 0.23038697242736816, + 0.07564704120159149, + 0.05919521674513817, + 0.028706103563308716, + 0.07520969957113266, + 0.13006021082401276 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.026366746053099632 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008137490367516875 + ], + "opposite_logprob_tokens": [ + -7.125813961029053 + ], + "logprob_reward": -0.0008137490367516875, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008137490367516875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1820015013217926, + 0.04329245537519455, + 0.03639141842722893, + 0.0302570853382349, + 0.09650950878858566, + 0.05244849994778633, + 0.050479792058467865, + 0.1156560480594635, + 0.24450619518756866, + 0.14845751225948334 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0008137490367516875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013360392767935991 + ], + "opposite_logprob_tokens": [ + -6.626336097717285 + ], + "logprob_reward": -0.0013360392767935991, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013360392767935991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21062155067920685, + 0.09768576920032501, + 0.051938872784376144, + 0.041757598519325256, + 0.11457762867212296, + 0.05649976432323456, + 0.1315879225730896, + 0.04288341477513313, + 0.07025392353534698, + 0.1821935623884201 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0013360392767935991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606121100485325 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606121100485325, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606121100485325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1812257170677185, + 0.07383137196302414, + 0.046582914888858795, + 0.1285671442747116, + 0.06153666973114014, + 0.07584220916032791, + 0.1026189923286438, + 0.1349395364522934, + 0.10158659517765045, + 0.09326884150505066 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.01606121100485325 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level wide-angle shot completely reveals a vast, sterile expanse, where every surface seems composed of thick, perpetually damp, dripping white paint. Under a cold, shadowless, clinical light, the walls and floor are a smooth, fluid landscape, viscous streams slowly seeping downward. A gleaming scalpel hangs motionless at the center of this void, held in place by an unseen force, its polished steel blade reflecting the stark white surroundings with pristine clarity. At the blade's sharp tip, a drop of heavy crimson pigment gathers, its shape swollen and strained by surface tension, appearing thick and syrupy. In deliberately extreme slow motion, the crimson drop elongates, separates, and begins its descent. Upon impact with the damp white floor, it not only splashes but also sets off silent, concentric shockwaves that visibly distort and ripple the very fabric of painterly reality, causing the pure white surface to twist and swirl as the crimson pigment bleeds outward, creating a beautiful yet corruptible flower at the center of the hypnotic, sterile scene.", + "seed": 6189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_11/index_5782_seed_6189_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.021216722164535896, + "vlm_logprob": -0.021216722164535896, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.021216722164535896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019235150888562202 + ], + "opposite_logprob_tokens": [ + -4.019235134124756 + ], + "logprob_reward": -0.019235150888562202, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019235150888562202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44588738679885864, + 0.08643150329589844, + 0.08965867757797241, + 0.10298970341682434, + 0.07048912346363068, + 0.03386040776968002, + 0.041037674993276596, + 0.039066314697265625, + 0.039071500301361084, + 0.05150766298174858 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.019235150888562202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062077414244413376 + ], + "opposite_logprob_tokens": [ + -2.812077522277832 + ], + "logprob_reward": -0.062077414244413376, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062077414244413376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1835961937904358, + 0.09863172471523285, + 0.1501876264810562, + 0.2585727870464325, + 0.0646442174911499, + 0.030050093308091164, + 0.0813615694642067, + 0.02734074741601944, + 0.026134725660085678, + 0.07948035001754761 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.062077414244413376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004408579843584448 + ], + "opposite_logprob_tokens": [ + -7.750441074371338 + ], + "logprob_reward": -0.0004408579843584448, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004408579843584448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23634544014930725, + 0.0780777633190155, + 0.1435585618019104, + 0.14087733626365662, + 0.06522534042596817, + 0.030037857592105865, + 0.07008250802755356, + 0.04232173040509224, + 0.0526520311832428, + 0.1408214569091797 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0004408579843584448 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010444429935887456 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010444429935887456, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010444429935887456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15235638618469238, + 0.06352166086435318, + 0.07295718789100647, + 0.11724179238080978, + 0.10801220685243607, + 0.06892913579940796, + 0.10136663913726807, + 0.04859781265258789, + 0.06792961806058884, + 0.1990875005722046 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0010444429935887456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a vast, sterile expanse composed of thick, damp, dripping white paint on walls and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming scalpel hanging motionless at the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of heavy crimson pigment visible at the sharp tip of the scalpel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the crimson drop elongate, separate, and fall in deliberately extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact of the drop cause the white surface to ripple and distort, creating a swirling pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285744711756706 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285744711756706, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285744711756706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10705580562353134, + 0.04336290806531906, + 0.07913582772016525, + 0.07520802319049835, + 0.07995335012674332, + 0.059566155076026917, + 0.04752849414944649, + 0.05897444859147072, + 0.05552707239985466, + 0.393687903881073 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.023285744711756706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_12/index_tensor([6799, 6799])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_12/index_tensor([6799, 6799])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d1e5daf225052c664d4a6c03842f4a7e8712be5a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_12/index_tensor([6799, 6799])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, cinematic, extreme close-up focuses on the sleek, three-dimensional metal logo, its form an abstract fusion of sharp angles and smooth curves, forged from highly polished chrome alloy and suspended in pure black space. The camera remains static, enhancing the subject's movement. High-contrast lighting carves bright white highlights along the logo's contours, while a single, sharp, electric blue light source reflects as distorted streaks across its mirror-like surface. Suddenly, the logo shakes violently, emitting intense, high-frequency vibrations that blur the edges. This powerful force is applied so quickly and decisively that the polished surface appears to ripple and distort like liquid, causing the original reflections to chaotically shatter, stretch, and smear, creating an atmosphere of tension and instability as the solid metal trembles on the brink of disintegration.", + "seed": 26907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_12/index_6799_seed_26907_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.42772163515910505, + "vlm_logprob": -0.42772163515910505, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.42772163515910505, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006998075637966394 + ], + "opposite_logprob_tokens": [ + -5.131998062133789 + ], + "logprob_reward": -0.006998075637966394, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006998075637966394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11124536395072937, + 0.054102569818496704, + 0.16777509450912476, + 0.08898430317640305, + 0.08962040394544601, + 0.12876881659030914, + 0.035555705428123474, + 0.020959490910172462, + 0.033365651965141296, + 0.2696225941181183 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.006998075637966394 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062693119049072 + ], + "opposite_logprob_tokens": [ + -0.28126925230026245 + ], + "logprob_reward": -1.4062693119049072, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062693119049072, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13108932971954346, + 0.051819223910570145, + 0.08353544026613235, + 0.0767928883433342, + 0.16598264873027802, + 0.08242093771696091, + 0.038704656064510345, + 0.007307610474526882, + 0.022470222786068916, + 0.33987700939178467 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -1.4062693119049072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645604364573956 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645604364573956, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645604364573956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13085980713367462, + 0.06990674138069153, + 0.06814658641815186, + 0.08866060525178909, + 0.15024490654468536, + 0.12163883447647095, + 0.04153194651007652, + 0.021051868796348572, + 0.015085075981914997, + 0.29287368059158325 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.008645604364573956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933739185333252 + ], + "opposite_logprob_tokens": [ + -0.6933739185333252 + ], + "logprob_reward": -0.6933739185333252, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933739185333252, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10051322728395462, + 0.10273735225200653, + 0.06205286458134651, + 0.09757328778505325, + 0.08608552068471909, + 0.23806190490722656, + 0.03932420164346695, + 0.021923867985606194, + 0.059074535965919495, + 0.19265325367450714 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.6933739185333252 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332126535475254 + ], + "opposite_logprob_tokens": [ + -3.7733211517333984 + ], + "logprob_reward": -0.02332126535475254, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332126535475254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05919695645570755, + 0.06985985487699509, + 0.05508344620466232, + 0.07335826009511948, + 0.05252948775887489, + 0.1744544953107834, + 0.031298231333494186, + 0.017229171469807625, + 0.0601973794400692, + 0.40679270029067993 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.02332126535475254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "dramatic, cinematic, extreme close-up focuses on the sleek, three-dimensional metal logo, its form an abstract fusion of sharp angles and smooth curves, forged from highly polished chrome alloy and suspended in pure black space. The camera remains static, enhancing the subject's movement. High-contrast lighting carves bright white highlights along the logo's contours, while a single, sharp, electric blue light source reflects as distorted streaks across its mirror-like surface. Suddenly, the logo shakes violently, emitting intense, high-frequency vibrations that blur the edges. This powerful force is applied so quickly and decisively that the polished surface appears to ripple and distort like liquid, causing the original reflections to chaotically shatter, stretch, and smear, creating an atmosphere of tension and instability as the solid metal trembles on the brink of disintegration.", + "seed": 26908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_12/index_6799_seed_26908_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26262464593164625, + "vlm_logprob": -0.26262464593164625, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.26262464593164625, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016699057072401047 + ], + "opposite_logprob_tokens": [ + -4.266698837280273 + ], + "logprob_reward": -0.016699057072401047, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016699057072401047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11999478191137314, + 0.04948938265442848, + 0.03414561226963997, + 0.026689693331718445, + 0.45056435465812683, + 0.059327516704797745, + 0.04075470194220543, + 0.05629109591245651, + 0.07386571913957596, + 0.08887716382741928 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.016699057072401047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054961178451776505 + ], + "opposite_logprob_tokens": [ + -2.9299612045288086 + ], + "logprob_reward": -0.054961178451776505, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054961178451776505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09039127081632614, + 0.10984627157449722, + 0.05474686995148659, + 0.05860619619488716, + 0.22411145269870758, + 0.28118717670440674, + 0.02973504550755024, + 0.07579520344734192, + 0.04198161140084267, + 0.03359896317124367 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.054961178451776505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617767943069339 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.003617767943069339, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617767943069339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07014906406402588, + 0.043793175369501114, + 0.054022058844566345, + 0.0253145731985569, + 0.5824249982833862, + 0.0583147332072258, + 0.0358482301235199, + 0.03930378332734108, + 0.023337699472904205, + 0.06749165058135986 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.003617767943069339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236295938491821 + ], + "opposite_logprob_tokens": [ + -0.34862956404685974 + ], + "logprob_reward": -1.2236295938491821, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236295938491821, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12390613555908203, + 0.05425199493765831, + 0.04872794821858406, + 0.02741643413901329, + 0.48895880579948425, + 0.06288395822048187, + 0.05370376259088516, + 0.039439037442207336, + 0.06207428500056267, + 0.03863760456442833 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -1.2236295938491821 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421563234180212 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.01421563234180212, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421563234180212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06778028607368469, + 0.0447535403072834, + 0.05118206888437271, + 0.03231634572148323, + 0.4657045304775238, + 0.05206999555230141, + 0.04853452742099762, + 0.14814025163650513, + 0.05517176166176796, + 0.03434670716524124 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.01421563234180212 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "dramatic, cinematic, extreme close-up focuses on the sleek, three-dimensional metal logo, its form an abstract fusion of sharp angles and smooth curves, forged from highly polished chrome alloy and suspended in pure black space. The camera remains static, enhancing the subject's movement. High-contrast lighting carves bright white highlights along the logo's contours, while a single, sharp, electric blue light source reflects as distorted streaks across its mirror-like surface. Suddenly, the logo shakes violently, emitting intense, high-frequency vibrations that blur the edges. This powerful force is applied so quickly and decisively that the polished surface appears to ripple and distort like liquid, causing the original reflections to chaotically shatter, stretch, and smear, creating an atmosphere of tension and instability as the solid metal trembles on the brink of disintegration.", + "seed": 26909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_12/index_6799_seed_26909_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19430582970380783, + "vlm_logprob": -0.19430582970380783, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.19430582970380783, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006388361565768719 + ], + "opposite_logprob_tokens": [ + -5.131388187408447 + ], + "logprob_reward": -0.006388361565768719, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006388361565768719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04989311844110489, + 0.05290429666638374, + 0.04805295169353485, + 0.1753901243209839, + 0.08325286209583282, + 0.23948797583580017, + 0.024219805374741554, + 0.10482610762119293, + 0.1890380084514618, + 0.03293478116393089 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.006388361565768719 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520761787891388 + ], + "opposite_logprob_tokens": [ + -1.5020761489868164 + ], + "logprob_reward": -0.2520761787891388, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520761787891388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040920060127973557, + 0.029119394719600677, + 0.060326769948005676, + 0.17638961970806122, + 0.06565386801958084, + 0.27121633291244507, + 0.0031033698469400406, + 0.02042793482542038, + 0.31978440284729004, + 0.01305827870965004 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.2520761787891388 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638040162622929 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008638040162622929, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638040162622929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07777342945337296, + 0.05759432911872864, + 0.07754283398389816, + 0.25304460525512695, + 0.09325728565454483, + 0.3439980447292328, + 0.003257039235904813, + 0.048727039247751236, + 0.033082615584135056, + 0.011722720228135586 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.008638040162622929 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933376789093018 + ], + "opposite_logprob_tokens": [ + -0.6933376789093018 + ], + "logprob_reward": -0.6933376789093018, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933376789093018, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06508021056652069, + 0.06829216331243515, + 0.05422671139240265, + 0.1964462846517563, + 0.06798037141561508, + 0.23242922127246857, + 0.014416598714888096, + 0.12209067493677139, + 0.1565229594707489, + 0.02251478284597397 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.6933376789093018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088889092206955 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088889092206955, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088889092206955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06732028722763062, + 0.04691150784492493, + 0.06120532378554344, + 0.1997145265340805, + 0.06807588785886765, + 0.23900695145130157, + 0.010380886495113373, + 0.06985639780759811, + 0.1856025606393814, + 0.0519256666302681 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.011088889092206955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "dramatic, cinematic, extreme close-up focuses on the sleek, three-dimensional metal logo, its form an abstract fusion of sharp angles and smooth curves, forged from highly polished chrome alloy and suspended in pure black space. The camera remains static, enhancing the subject's movement. High-contrast lighting carves bright white highlights along the logo's contours, while a single, sharp, electric blue light source reflects as distorted streaks across its mirror-like surface. Suddenly, the logo shakes violently, emitting intense, high-frequency vibrations that blur the edges. This powerful force is applied so quickly and decisively that the polished surface appears to ripple and distort like liquid, causing the original reflections to chaotically shatter, stretch, and smear, creating an atmosphere of tension and instability as the solid metal trembles on the brink of disintegration.", + "seed": 26910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_12/index_6799_seed_26910_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06939269788563251, + "vlm_logprob": -0.06939269788563251, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.06939269788563251, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006879216991364956 + ], + "opposite_logprob_tokens": [ + -5.1318793296813965 + ], + "logprob_reward": -0.006879216991364956, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006879216991364956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05380627512931824, + 0.24796509742736816, + 0.050635188817977905, + 0.049743060022592545, + 0.05447140708565712, + 0.04940570890903473, + 0.056491952389478683, + 0.02246374823153019, + 0.3686961531639099, + 0.04632144793868065 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.006879216991364956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270517259836197 + ], + "opposite_logprob_tokens": [ + -2.127051830291748 + ], + "logprob_reward": -0.1270517259836197, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270517259836197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03133406490087509, + 0.5275800824165344, + 0.017326410859823227, + 0.016919003799557686, + 0.009931872598826885, + 0.013130859471857548, + 0.031809791922569275, + 0.017468029633164406, + 0.3179703950881958, + 0.016529414802789688 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.1270517259836197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046195801347494125, + 0.5634849071502686, + 0.02509119175374508, + 0.030828330665826797, + 0.021503083407878876, + 0.03019249066710472, + 0.03237203136086464, + 0.02926010638475418, + 0.12806293368339539, + 0.09300918132066727 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.008642295375466347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015683799982071 + ], + "opposite_logprob_tokens": [ + -1.701568365097046 + ], + "logprob_reward": -0.2015683799982071, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015683799982071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04339318722486496, + 0.48330581188201904, + 0.04631984978914261, + 0.09209324419498444, + 0.0408952459692955, + 0.04178808629512787, + 0.10000766813755035, + 0.01750602200627327, + 0.08595071732997894, + 0.04874012619256973 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.2015683799982071 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, three-dimensional metal logo with sharp angles and smooth curves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the logo made of highly polished chrome alloy suspended in pure black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature high-contrast lighting with bright white highlights and a single electric blue light source reflecting as distorted streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the logo shake violently and emit intense vibrations that blur its edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished surface ripple and distort like liquid, causing reflections to shatter, stretch, and smear?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282187107950449 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.00282187107950449, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282187107950449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07823169231414795, + 0.08260588347911835, + 0.04236723855137825, + 0.07350578904151917, + 0.04473656043410301, + 0.15988720953464508, + 0.21617554128170013, + 0.05161846801638603, + 0.1457664668560028, + 0.10510507971048355 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.00282187107950449 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_13/index_tensor([3750, 3750])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_13/index_tensor([3750, 3750])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..06eb4fa2e10b46f1c78f3484a7b8a5fbe243e058 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_13/index_tensor([3750, 3750])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "grand, long shot, the camera slowly ascending with a smooth, crane-like motion, traverses the vast, cosmic void. Initially, the frame is pure inky darkness. Then, countless tiny specks of light, emitting a soft blue-white and golden glow, emerge from all directions, like awakened stardust. Drawn by an invisible force, they rapidly converge into luminous streams and eddies, weaving with astonishing, orderly speed, each particle leaving a fleeting, comet-like wake. These light particles first outline the delicate contours of an elegant arched bridge. Then, a torrent of more particles pours into the frame, rapidly filling and building up the bridge's substance. Finally, a translucent bridge composed entirely of flowing light spans the void. Its deck and railings are woven from dense strands of energy, their surface pulsing and flickering with delicate light, as if possessing a life of its own. The bridge is the only source of light in the scene, and its glow softly illuminates the surrounding darkness, casting a subtle halo in the void and creating an atmosphere of solemnity, magic, and awe-inspiring creation.", + "seed": 13549, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_13/index_3750_seed_13549_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04998550275340676, + "vlm_logprob": -0.04998550275340676, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.04998550275340676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20357710123062134 + ], + "opposite_logprob_tokens": [ + -1.7035770416259766 + ], + "logprob_reward": -0.20357710123062134, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20357710123062134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15637469291687012, + 0.22003668546676636, + 0.16610664129257202, + 0.1371956765651703, + 0.05218782275915146, + 0.025067897513508797, + 0.05800192430615425, + 0.027852090075612068, + 0.05281221866607666, + 0.10436443984508514 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.20357710123062134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024994343984872103 + ], + "opposite_logprob_tokens": [ + -6.002499580383301 + ], + "logprob_reward": -0.0024994343984872103, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024994343984872103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16960260272026062, + 0.32410648465156555, + 0.2383035272359848, + 0.07820647954940796, + 0.029031964018940926, + 0.028031013906002045, + 0.04227282851934433, + 0.018272381275892258, + 0.026503853499889374, + 0.045668840408325195 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0024994343984872103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498721005395055 + ], + "opposite_logprob_tokens": [ + -6.002498626708984 + ], + "logprob_reward": -0.002498721005395055, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498721005395055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10192429274320602, + 0.155849888920784, + 0.22158652544021606, + 0.20137356221675873, + 0.0625193864107132, + 0.0682314783334732, + 0.037416230887174606, + 0.016748908907175064, + 0.029665887355804443, + 0.10468385368585587 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.002498721005395055 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372011333703995 + ], + "opposite_logprob_tokens": [ + -3.408720016479492 + ], + "logprob_reward": -0.03372011333703995, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372011333703995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12796252965927124, + 0.1305159628391266, + 0.2695474624633789, + 0.08903883397579193, + 0.048222560435533524, + 0.09502075612545013, + 0.09231777489185333, + 0.0473814494907856, + 0.0304547231644392, + 0.06953797489404678 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.03372011333703995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632143795490265 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632143795490265, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632143795490265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1458149403333664, + 0.23861949145793915, + 0.20166292786598206, + 0.07669629156589508, + 0.029854299500584602, + 0.05588599666953087, + 0.07849140465259552, + 0.05169153958559036, + 0.03840747848153114, + 0.08287565410137177 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.007632143795490265 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand, long shot, the camera slowly ascending with a smooth, crane-like motion, traverses the vast, cosmic void. Initially, the frame is pure inky darkness. Then, countless tiny specks of light, emitting a soft blue-white and golden glow, emerge from all directions, like awakened stardust. Drawn by an invisible force, they rapidly converge into luminous streams and eddies, weaving with astonishing, orderly speed, each particle leaving a fleeting, comet-like wake. These light particles first outline the delicate contours of an elegant arched bridge. Then, a torrent of more particles pours into the frame, rapidly filling and building up the bridge's substance. Finally, a translucent bridge composed entirely of flowing light spans the void. Its deck and railings are woven from dense strands of energy, their surface pulsing and flickering with delicate light, as if possessing a life of its own. The bridge is the only source of light in the scene, and its glow softly illuminates the surrounding darkness, casting a subtle halo in the void and creating an atmosphere of solemnity, magic, and awe-inspiring creation.", + "seed": 13550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_13/index_3750_seed_13550_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05600856204982847, + "vlm_logprob": -0.05600856204982847, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.05600856204982847, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2545046806335449 + ], + "opposite_logprob_tokens": [ + -1.504504680633545 + ], + "logprob_reward": -0.2545046806335449, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2545046806335449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08530785888433456, + 0.10094290226697922, + 0.030932864174246788, + 0.1085691899061203, + 0.01588602177798748, + 0.05424460768699646, + 0.12131056189537048, + 0.04729821905493736, + 0.4209710359573364, + 0.014536697417497635 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.2545046806335449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674353027716279 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.00674353027716279, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674353027716279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16791079938411713, + 0.0765891894698143, + 0.044560059905052185, + 0.2165699154138565, + 0.009235385805368423, + 0.021392306312918663, + 0.15289582312107086, + 0.02540857531130314, + 0.2736690044403076, + 0.011768946424126625 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.00674353027716279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015173362335190177 + ], + "opposite_logprob_tokens": [ + -6.501517295837402 + ], + "logprob_reward": -0.0015173362335190177, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015173362335190177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04970928654074669, + 0.08259017765522003, + 0.035776179283857346, + 0.3986662030220032, + 0.014659947715699673, + 0.04166451841592789, + 0.19645950198173523, + 0.060443490743637085, + 0.10083130747079849, + 0.019199416041374207 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.0015173362335190177 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641822263598442 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641822263598442, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641822263598442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04245065897703171, + 0.04789792373776436, + 0.027418367564678192, + 0.1408543735742569, + 0.01648475043475628, + 0.07498811185359955, + 0.11417566984891891, + 0.04427068680524826, + 0.45162513852119446, + 0.039834313094615936 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.008641822263598442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635440841317177 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635440841317177, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635440841317177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06660616397857666, + 0.13568571209907532, + 0.045392267405986786, + 0.2085803896188736, + 0.025770945474505424, + 0.10468337684869766, + 0.0492672473192215, + 0.07984649389982224, + 0.2707962989807129, + 0.013371084816753864 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.008635440841317177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand, long shot, the camera slowly ascending with a smooth, crane-like motion, traverses the vast, cosmic void. Initially, the frame is pure inky darkness. Then, countless tiny specks of light, emitting a soft blue-white and golden glow, emerge from all directions, like awakened stardust. Drawn by an invisible force, they rapidly converge into luminous streams and eddies, weaving with astonishing, orderly speed, each particle leaving a fleeting, comet-like wake. These light particles first outline the delicate contours of an elegant arched bridge. Then, a torrent of more particles pours into the frame, rapidly filling and building up the bridge's substance. Finally, a translucent bridge composed entirely of flowing light spans the void. Its deck and railings are woven from dense strands of energy, their surface pulsing and flickering with delicate light, as if possessing a life of its own. The bridge is the only source of light in the scene, and its glow softly illuminates the surrounding darkness, casting a subtle halo in the void and creating an atmosphere of solemnity, magic, and awe-inspiring creation.", + "seed": 13551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_13/index_3750_seed_13551_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05719336252659559, + "vlm_logprob": -0.05719336252659559, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.05719336252659559, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22751829028129578 + ], + "opposite_logprob_tokens": [ + -1.6025183200836182 + ], + "logprob_reward": -0.22751829028129578, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22751829028129578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14519569277763367, + 0.17249858379364014, + 0.19030925631523132, + 0.10376574844121933, + 0.04024297371506691, + 0.04480375349521637, + 0.05177917331457138, + 0.04602578654885292, + 0.12589895725250244, + 0.07948003709316254 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.22751829028129578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081461794674397 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081461794674397, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081461794674397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4348508417606354, + 0.18862448632717133, + 0.11359568685293198, + 0.06156409904360771, + 0.04062006250023842, + 0.09192050248384476, + 0.01805305667221546, + 0.018000034615397453, + 0.01641976274549961, + 0.01635144278407097 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011081461794674397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028254371136426926 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.0028254371136426926, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028254371136426926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1147240623831749, + 0.12043426930904388, + 0.19845297932624817, + 0.13790790736675262, + 0.04664003103971481, + 0.11623549461364746, + 0.05077986791729927, + 0.03542540594935417, + 0.10478528589010239, + 0.07461469620466232 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.0028254371136426926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635478787124157 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.02635478787124157, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635478787124157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17354783415794373, + 0.08163771033287048, + 0.08375494927167892, + 0.09061603993177414, + 0.07766404002904892, + 0.12357588857412338, + 0.07333582639694214, + 0.04521431773900986, + 0.17695440351963043, + 0.073698990046978 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.02635478787124157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186835572123528 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018186835572123528, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186835572123528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2797229588031769, + 0.09574782848358154, + 0.07132871448993683, + 0.09666651487350464, + 0.023293474689126015, + 0.048767201602458954, + 0.03951725736260414, + 0.028404900804162025, + 0.18218901753425598, + 0.1343621462583542 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.018186835572123528 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand, long shot, the camera slowly ascending with a smooth, crane-like motion, traverses the vast, cosmic void. Initially, the frame is pure inky darkness. Then, countless tiny specks of light, emitting a soft blue-white and golden glow, emerge from all directions, like awakened stardust. Drawn by an invisible force, they rapidly converge into luminous streams and eddies, weaving with astonishing, orderly speed, each particle leaving a fleeting, comet-like wake. These light particles first outline the delicate contours of an elegant arched bridge. Then, a torrent of more particles pours into the frame, rapidly filling and building up the bridge's substance. Finally, a translucent bridge composed entirely of flowing light spans the void. Its deck and railings are woven from dense strands of energy, their surface pulsing and flickering with delicate light, as if possessing a life of its own. The bridge is the only source of light in the scene, and its glow softly illuminates the surrounding darkness, casting a subtle halo in the void and creating an atmosphere of solemnity, magic, and awe-inspiring creation.", + "seed": 13552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_13/index_3750_seed_13552_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029988496005535124, + "vlm_logprob": -0.029988496005535124, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.029988496005535124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11530868709087372 + ], + "opposite_logprob_tokens": [ + -2.2403087615966797 + ], + "logprob_reward": -0.11530868709087372, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11530868709087372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08939779549837112, + 0.07778075337409973, + 0.08129864186048508, + 0.5361225008964539, + 0.11428537219762802, + 0.06040453910827637, + 0.010055691003799438, + 0.008766509592533112, + 0.010593370534479618, + 0.011294830590486526 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.11530868709087372 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005262807011604309 + ], + "opposite_logprob_tokens": [ + -5.255262851715088 + ], + "logprob_reward": -0.005262807011604309, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005262807011604309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08503736555576324, + 0.09296134859323502, + 0.08382955193519592, + 0.6670759916305542, + 0.015822183340787888, + 0.024965722113847733, + 0.00735315540805459, + 0.010668177157640457, + 0.004593620542436838, + 0.007692844606935978 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.005262807011604309 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004649304784834385 + ], + "opposite_logprob_tokens": [ + -5.3796491622924805 + ], + "logprob_reward": -0.004649304784834385, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004649304784834385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0694766640663147, + 0.025488683953881264, + 0.08106361329555511, + 0.6156872510910034, + 0.048561178147792816, + 0.11155781894922256, + 0.012585152871906757, + 0.011443470604717731, + 0.012958225794136524, + 0.011177980341017246 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.004649304784834385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080567613244057 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080567613244057, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080567613244057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1308336704969406, + 0.04155617207288742, + 0.06585968285799026, + 0.4526154398918152, + 0.06924675405025482, + 0.12329912930727005, + 0.03288276121020317, + 0.01431068405508995, + 0.045867957174777985, + 0.023527737706899643 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.016080567613244057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a slow, smooth ascending motion similar to a crane shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene begin with pure inky darkness before tiny specks of light emerge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the light particles converge to form a translucent bridge composed entirely of flowing light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bridge's surface depicted as pulsing and flickering with delicate light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the bridge the only source of light in the scene, casting a subtle halo in the void?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864111352711916 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.00864111352711916, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864111352711916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09978845715522766, + 0.15378685295581818, + 0.09701014310121536, + 0.36145639419555664, + 0.06046871095895767, + 0.1068728119134903, + 0.02559654787182808, + 0.03178572654724121, + 0.03211899846792221, + 0.031115392223000526 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.00864111352711916 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_14/index_tensor([4466, 4466])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_14/index_tensor([4466, 4466])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b1a11a3511500d950b81fa03f39f2408625f6663 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_14/index_tensor([4466, 4466])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, distant long shot, captured with a calm, unintrusive documentary style, captures the catastrophic moment as an ancient two-wheeled chariot tumbles uncontrollably down a dry, rocky, barren hillside. Under the glaring afternoon sun, the chariot, constructed of dark, weathered wood and bronze fittings, splinters from its frame with every impact on the rough ground. One of its massive spoked wheels has ripped itself free from its axle and tumbled through the air. The two terrified horses pulling the chariot, entangled in their leather reins, fall to the ground, kicking their hooves futilely, while the driver, thrown from the chariot, tumbles to the side like a helpless rag doll. The entire out-of-control process plowed a deep gully in the ochre ground, stirring up a huge, almost opaque yellow-brown dust cloud, which rose rapidly and gradually swallowed up most of the wreckage, leaving only the vague outlines of horses and chariots looming in the diffuse dust fog. The whole picture is full of primitive, chaotic and undecorated visual impact, creating a tense and real atmosphere of sudden disaster.", + "seed": 4444, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_14/index_4466_seed_4444_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1577095109503716, + "vlm_logprob": -0.1577095109503716, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.1577095109503716, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7326407432556152 + ], + "opposite_logprob_tokens": [ + -0.7326407432556152 + ], + "logprob_reward": -0.7326407432556152, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7326407432556152, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23598423600196838, + 0.04006219282746315, + 0.11621315032243729, + 0.025824718177318573, + 0.019310124218463898, + 0.10292427986860275, + 0.027955669909715652, + 0.11802665889263153, + 0.14564266800880432, + 0.16805632412433624 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.7326407432556152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02064548432826996 + ], + "opposite_logprob_tokens": [ + -3.8956453800201416 + ], + "logprob_reward": -0.02064548432826996, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02064548432826996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2286241501569748, + 0.1035175770521164, + 0.12661370635032654, + 0.17151568830013275, + 0.05515378713607788, + 0.08335620909929276, + 0.05789552628993988, + 0.09378416836261749, + 0.04243607819080353, + 0.037103086709976196 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02064548432826996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014231850393116474 + ], + "opposite_logprob_tokens": [ + -4.2642316818237305 + ], + "logprob_reward": -0.014231850393116474, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014231850393116474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14202730357646942, + 0.036339715123176575, + 0.3039238154888153, + 0.2740253806114197, + 0.030119776725769043, + 0.05328170582652092, + 0.01780313439667225, + 0.05173501744866371, + 0.05978604406118393, + 0.030958110466599464 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.014231850393116474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204277381300926 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204277381300926, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204277381300926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2399924397468567, + 0.06135116145014763, + 0.23914013803005219, + 0.22806425392627716, + 0.02539418637752533, + 0.02317073754966259, + 0.017012234777212143, + 0.03675369918346405, + 0.09410306811332703, + 0.03501809388399124 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.018204277381300926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002825199393555522 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.002825199393555522, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002825199393555522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21087832748889923, + 0.02857346087694168, + 0.2777252197265625, + 0.05583621561527252, + 0.022083735093474388, + 0.10481640696525574, + 0.0839402824640274, + 0.031365957111120224, + 0.10571537911891937, + 0.07906504720449448 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.002825199393555522 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, distant long shot, captured with a calm, unintrusive documentary style, captures the catastrophic moment as an ancient two-wheeled chariot tumbles uncontrollably down a dry, rocky, barren hillside. Under the glaring afternoon sun, the chariot, constructed of dark, weathered wood and bronze fittings, splinters from its frame with every impact on the rough ground. One of its massive spoked wheels has ripped itself free from its axle and tumbled through the air. The two terrified horses pulling the chariot, entangled in their leather reins, fall to the ground, kicking their hooves futilely, while the driver, thrown from the chariot, tumbles to the side like a helpless rag doll. The entire out-of-control process plowed a deep gully in the ochre ground, stirring up a huge, almost opaque yellow-brown dust cloud, which rose rapidly and gradually swallowed up most of the wreckage, leaving only the vague outlines of horses and chariots looming in the diffuse dust fog. The whole picture is full of primitive, chaotic and undecorated visual impact, creating a tense and real atmosphere of sudden disaster.", + "seed": 4445, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_14/index_4466_seed_4445_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11818349189125002, + "vlm_logprob": -0.11818349189125002, + "vlm_yes_no_margin": 3.699999988079071, + "vlm_token_credit": -0.11818349189125002, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5389710068702698 + ], + "opposite_logprob_tokens": [ + -1.038970947265625 + ], + "logprob_reward": -0.5389710068702698, + "yes_no_margin_reward": 0.4999999403953552, + "token_credit_reward": -0.5389710068702698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08338779956102371, + 0.07896579802036285, + 0.15750466287136078, + 0.05988209322094917, + 0.04996234551072121, + 0.04984554648399353, + 0.048676054924726486, + 0.044350702315568924, + 0.3842146396636963, + 0.04321027174592018 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.5389710068702698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016134997829794884 + ], + "opposite_logprob_tokens": [ + -4.141135215759277 + ], + "logprob_reward": -0.016134997829794884, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016134997829794884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09261069446802139, + 0.1999206691980362, + 0.16877681016921997, + 0.08864010870456696, + 0.052505865693092346, + 0.09016496688127518, + 0.12843520939350128, + 0.07102646678686142, + 0.08468512445688248, + 0.023234104737639427 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.016134997829794884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016108369454741478 + ], + "opposite_logprob_tokens": [ + -4.141108512878418 + ], + "logprob_reward": -0.016108369454741478, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016108369454741478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11993485689163208, + 0.11529287695884705, + 0.1613020896911621, + 0.2280721366405487, + 0.07258573919534683, + 0.0994081124663353, + 0.0345035120844841, + 0.02954750508069992, + 0.08390199393033981, + 0.055451180785894394 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.016108369454741478 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080684959888458 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.016080684959888458, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080684959888458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2707093060016632, + 0.11473216116428375, + 0.09572266042232513, + 0.16212041676044464, + 0.029992979019880295, + 0.1196412667632103, + 0.06392805278301239, + 0.042350780218839645, + 0.07051876932382584, + 0.03028358891606331 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.016080684959888458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622400341555476 + ], + "opposite_logprob_tokens": [ + -5.628622531890869 + ], + "logprob_reward": -0.003622400341555476, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622400341555476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05740107595920563, + 0.04549405723810196, + 0.19030864536762238, + 0.06261220574378967, + 0.07968470454216003, + 0.08101747184991837, + 0.036262910813093185, + 0.11416719108819962, + 0.26653632521629333, + 0.06651537865400314 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.003622400341555476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, distant long shot, captured with a calm, unintrusive documentary style, captures the catastrophic moment as an ancient two-wheeled chariot tumbles uncontrollably down a dry, rocky, barren hillside. Under the glaring afternoon sun, the chariot, constructed of dark, weathered wood and bronze fittings, splinters from its frame with every impact on the rough ground. One of its massive spoked wheels has ripped itself free from its axle and tumbled through the air. The two terrified horses pulling the chariot, entangled in their leather reins, fall to the ground, kicking their hooves futilely, while the driver, thrown from the chariot, tumbles to the side like a helpless rag doll. The entire out-of-control process plowed a deep gully in the ochre ground, stirring up a huge, almost opaque yellow-brown dust cloud, which rose rapidly and gradually swallowed up most of the wreckage, leaving only the vague outlines of horses and chariots looming in the diffuse dust fog. The whole picture is full of primitive, chaotic and undecorated visual impact, creating a tense and real atmosphere of sudden disaster.", + "seed": 4446, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_14/index_4466_seed_4446_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23419997124001385, + "vlm_logprob": -0.23419997124001385, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.23419997124001385, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0781837701797485 + ], + "opposite_logprob_tokens": [ + -0.45318374037742615 + ], + "logprob_reward": -1.0781837701797485, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0781837701797485, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11133356392383575, + 0.033409565687179565, + 0.20670144259929657, + 0.1584840714931488, + 0.06991344690322876, + 0.05882260203361511, + 0.19552506506443024, + 0.026245741173624992, + 0.04435384273529053, + 0.09521074593067169 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -1.0781837701797485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02640773169696331 + ], + "opposite_logprob_tokens": [ + -3.6514077186584473 + ], + "logprob_reward": -0.02640773169696331, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02640773169696331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13989901542663574, + 0.13655485212802887, + 0.1873079240322113, + 0.054923709481954575, + 0.040795836597681046, + 0.03342291712760925, + 0.17145271599292755, + 0.04148862138390541, + 0.08361919224262238, + 0.11053522676229477 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.02640773169696331 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984113246202469 + ], + "opposite_logprob_tokens": [ + -3.529841184616089 + ], + "logprob_reward": -0.02984113246202469, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984113246202469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18397895991802216, + 0.08213452994823456, + 0.12543649971485138, + 0.06360436230897903, + 0.05502224341034889, + 0.06035737320780754, + 0.0959819108247757, + 0.15653623640537262, + 0.07824362069368362, + 0.09870430827140808 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.02984113246202469 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822388663887978 + ], + "opposite_logprob_tokens": [ + -3.52982234954834 + ], + "logprob_reward": -0.029822388663887978, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822388663887978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18463560938835144, + 0.09519013017416, + 0.023917101323604584, + 0.06741612404584885, + 0.038222528994083405, + 0.03368736431002617, + 0.29305654764175415, + 0.083293117582798, + 0.12221382558345795, + 0.05836772918701172 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.029822388663887978 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744833197444677 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.006744833197444677, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744833197444677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1402537226676941, + 0.06110082566738129, + 0.16504839062690735, + 0.07342586666345596, + 0.049533139914274216, + 0.04892200976610184, + 0.036412350833415985, + 0.2793959677219391, + 0.05105691775679588, + 0.0948508083820343 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.006744833197444677 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, distant long shot, captured with a calm, unintrusive documentary style, captures the catastrophic moment as an ancient two-wheeled chariot tumbles uncontrollably down a dry, rocky, barren hillside. Under the glaring afternoon sun, the chariot, constructed of dark, weathered wood and bronze fittings, splinters from its frame with every impact on the rough ground. One of its massive spoked wheels has ripped itself free from its axle and tumbled through the air. The two terrified horses pulling the chariot, entangled in their leather reins, fall to the ground, kicking their hooves futilely, while the driver, thrown from the chariot, tumbles to the side like a helpless rag doll. The entire out-of-control process plowed a deep gully in the ochre ground, stirring up a huge, almost opaque yellow-brown dust cloud, which rose rapidly and gradually swallowed up most of the wreckage, leaving only the vague outlines of horses and chariots looming in the diffuse dust fog. The whole picture is full of primitive, chaotic and undecorated visual impact, creating a tense and real atmosphere of sudden disaster.", + "seed": 4447, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_14/index_4466_seed_4447_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07421471159905195, + "vlm_logprob": -0.07421471159905195, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.07421471159905195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.30889976024627686 + ], + "opposite_logprob_tokens": [ + -1.4338997602462769 + ], + "logprob_reward": -0.30889976024627686, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.30889976024627686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13125383853912354, + 0.16444315016269684, + 0.09244045615196228, + 0.07844363152980804, + 0.053145669400691986, + 0.048524148762226105, + 0.07732398062944412, + 0.0890495628118515, + 0.04789598286151886, + 0.21747952699661255 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.30889976024627686 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020626215264201164 + ], + "opposite_logprob_tokens": [ + -3.8956263065338135 + ], + "logprob_reward": -0.020626215264201164, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020626215264201164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.163285031914711, + 0.21619391441345215, + 0.11764400452375412, + 0.07909349352121353, + 0.023194806650280952, + 0.022258233278989792, + 0.07068963348865509, + 0.11545869708061218, + 0.025777095928788185, + 0.1664050668478012 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.020626215264201164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094666086137295 + ], + "opposite_logprob_tokens": [ + -4.511094570159912 + ], + "logprob_reward": -0.011094666086137295, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094666086137295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09569717943668365, + 0.1470096856355667, + 0.11990078538656235, + 0.04537853226065636, + 0.030433375388383865, + 0.03793780878186226, + 0.09247524291276932, + 0.07814077287912369, + 0.023077290505170822, + 0.32994934916496277 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.011094666086137295 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354091241955757 + ], + "opposite_logprob_tokens": [ + -3.6513540744781494 + ], + "logprob_reward": -0.026354091241955757, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354091241955757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21855506300926208, + 0.09625724703073502, + 0.11015865951776505, + 0.15366706252098083, + 0.06721769273281097, + 0.0374453067779541, + 0.06992053985595703, + 0.08109118789434433, + 0.10188757628202438, + 0.06379973888397217 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.026354091241955757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, distant long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an ancient two-wheeled chariot visible tumbling down a dry, rocky, barren hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive spoked wheel ripped free from the axle and tumbling through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two terrified horses and a driver visible falling and tumbling amidst the wreckage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a huge, opaque yellow-brown dust cloud rising and swallowing most of the wreckage?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10842353850603104, + 0.048987168818712234, + 0.06941404193639755, + 0.056587327271699905, + 0.03990299254655838, + 0.06227148324251175, + 0.2749178409576416, + 0.14190593361854553, + 0.1097547635436058, + 0.08783488720655441 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.00409882515668869 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_15/index_tensor([6956, 6956])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_15/index_tensor([6956, 6956])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..146c54cba3244062d0bc3ef821828112376d6e7b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_15/index_tensor([6956, 6956])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, deliberate, sideways tracking shot, at eye level, glides through the water, its movements perfectly synchronized with the gentle sway of the river as it drifts past a massive flathead catfish. The creature, a primal giant, lies almost motionless in the muddy riverbed, a soft bed of silt and decaying organic matter. Its broad, flat head and massive, scaleless body are rendered with remarkable clarity, its skin a speckled mosaic of olive green and muddy brown, providing perfect camouflage. Long, black, whisker-like barbs jut from its powerful jaws, twitching almost imperceptibly as they sense subtle shifts in the water, while its small, black eyes remain impassive. The only discernible micro-movement is the slow, rhythmic pulsation of its gills, a subtle sign of life amidst its profound stillness. The entire scene is defined by a distinctly desaturated palette and high contrast, a stylistic choice that carves the fish out of the inky depths and accentuates deep shadows, creating a powerful atmosphere of ancient tranquility and suspense.", + "seed": 17017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_15/index_6956_seed_17017_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15518473219126463, + "vlm_logprob": -0.15518473219126463, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.15518473219126463, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23662373423576355 + ], + "opposite_logprob_tokens": [ + -1.611623764038086 + ], + "logprob_reward": -0.23662373423576355, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23662373423576355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14269495010375977, + 0.053202126175165176, + 0.06731682270765305, + 0.40048107504844666, + 0.04059809073805809, + 0.05498828366398811, + 0.05907927826046944, + 0.10953633487224579, + 0.01856430247426033, + 0.053538739681243896 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.23662373423576355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004114021547138691 + ], + "opposite_logprob_tokens": [ + -5.504114151000977 + ], + "logprob_reward": -0.004114021547138691, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004114021547138691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1045360341668129, + 0.056507475674152374, + 0.022677106782794, + 0.10301898419857025, + 0.08341307938098907, + 0.0797259584069252, + 0.06822934746742249, + 0.19723765552043915, + 0.06259676069021225, + 0.22205758094787598 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.004114021547138691 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952725186944008 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952725186944008, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952725186944008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13473695516586304, + 0.3135620951652527, + 0.04254545643925667, + 0.10666128247976303, + 0.040948741137981415, + 0.054744064807891846, + 0.07399383187294006, + 0.08842086046934128, + 0.06400900334119797, + 0.0803777351975441 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005952725186944008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054960839450359344 + ], + "opposite_logprob_tokens": [ + -2.9299607276916504 + ], + "logprob_reward": -0.054960839450359344, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054960839450359344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13784462213516235, + 0.05849805474281311, + 0.046716563403606415, + 0.03513218089938164, + 0.06908731907606125, + 0.02846400998532772, + 0.1365319937467575, + 0.13781952857971191, + 0.05499846488237381, + 0.29490724205970764 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.054960839450359344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47427234053611755 + ], + "opposite_logprob_tokens": [ + -0.9742723703384399 + ], + "logprob_reward": -0.47427234053611755, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47427234053611755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09595025330781937, + 0.22716082632541656, + 0.048710886389017105, + 0.054371073842048645, + 0.04705549404025078, + 0.04773688316345215, + 0.10375463962554932, + 0.15872831642627716, + 0.03457796201109886, + 0.18195365369319916 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.47427234053611755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate, sideways tracking shot, at eye level, glides through the water, its movements perfectly synchronized with the gentle sway of the river as it drifts past a massive flathead catfish. The creature, a primal giant, lies almost motionless in the muddy riverbed, a soft bed of silt and decaying organic matter. Its broad, flat head and massive, scaleless body are rendered with remarkable clarity, its skin a speckled mosaic of olive green and muddy brown, providing perfect camouflage. Long, black, whisker-like barbs jut from its powerful jaws, twitching almost imperceptibly as they sense subtle shifts in the water, while its small, black eyes remain impassive. The only discernible micro-movement is the slow, rhythmic pulsation of its gills, a subtle sign of life amidst its profound stillness. The entire scene is defined by a distinctly desaturated palette and high contrast, a stylistic choice that carves the fish out of the inky depths and accentuates deep shadows, creating a powerful atmosphere of ancient tranquility and suspense.", + "seed": 17018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_15/index_6956_seed_17018_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1010461410973221, + "vlm_logprob": -0.1010461410973221, + "vlm_yes_no_margin": 3.824999988079071, + "vlm_token_credit": -0.1010461410973221, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09261330217123032 + ], + "opposite_logprob_tokens": [ + -2.5926132202148438 + ], + "logprob_reward": -0.09261330217123032, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09261330217123032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0468127615749836, + 0.05823764204978943, + 0.1222296804189682, + 0.2174568623304367, + 0.04203052446246147, + 0.07418781518936157, + 0.03156222775578499, + 0.060023996978998184, + 0.3276265263557434, + 0.019831975921988487 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.09261330217123032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024991966784000397 + ], + "opposite_logprob_tokens": [ + -6.002499103546143 + ], + "logprob_reward": -0.0024991966784000397, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024991966784000397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043931081891059875, + 0.08715002983808517, + 0.037672389298677444, + 0.0647442564368248, + 0.05690652132034302, + 0.03778699040412903, + 0.020300867035984993, + 0.3828865885734558, + 0.2502915561199188, + 0.01832973212003708 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.0024991966784000397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491229446604848 + ], + "opposite_logprob_tokens": [ + -6.002490997314453 + ], + "logprob_reward": -0.002491229446604848, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491229446604848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02886909432709217, + 0.055436715483665466, + 0.009151949547231197, + 0.5387853384017944, + 0.05343601852655411, + 0.05413595587015152, + 0.02968735434114933, + 0.04290603846311569, + 0.16052009165287018, + 0.027071453630924225 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.002491229446604848 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579388365149498 + ], + "opposite_logprob_tokens": [ + -3.8955793380737305 + ], + "logprob_reward": -0.020579388365149498, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579388365149498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050037652254104614, + 0.03217296302318573, + 0.025533076375722885, + 0.10091593861579895, + 0.027157632634043694, + 0.030030688270926476, + 0.03747953847050667, + 0.08267857879400253, + 0.588822603225708, + 0.02517133206129074 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.020579388365149498 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38704758882522583 + ], + "opposite_logprob_tokens": [ + -1.137047529220581 + ], + "logprob_reward": -0.38704758882522583, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38704758882522583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052344270050525665, + 0.01853439211845398, + 0.07876244187355042, + 0.3802194595336914, + 0.0666700005531311, + 0.04394521191716194, + 0.036490730941295624, + 0.12937521934509277, + 0.17746853828430176, + 0.01618971675634384 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.38704758882522583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate, sideways tracking shot, at eye level, glides through the water, its movements perfectly synchronized with the gentle sway of the river as it drifts past a massive flathead catfish. The creature, a primal giant, lies almost motionless in the muddy riverbed, a soft bed of silt and decaying organic matter. Its broad, flat head and massive, scaleless body are rendered with remarkable clarity, its skin a speckled mosaic of olive green and muddy brown, providing perfect camouflage. Long, black, whisker-like barbs jut from its powerful jaws, twitching almost imperceptibly as they sense subtle shifts in the water, while its small, black eyes remain impassive. The only discernible micro-movement is the slow, rhythmic pulsation of its gills, a subtle sign of life amidst its profound stillness. The entire scene is defined by a distinctly desaturated palette and high contrast, a stylistic choice that carves the fish out of the inky depths and accentuates deep shadows, creating a powerful atmosphere of ancient tranquility and suspense.", + "seed": 17019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_15/index_6956_seed_17019_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09583975696004927, + "vlm_logprob": -0.09583975696004927, + "vlm_yes_no_margin": 3.674999952316284, + "vlm_token_credit": -0.09583975696004927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17330580949783325 + ], + "opposite_logprob_tokens": [ + -1.9233057498931885 + ], + "logprob_reward": -0.17330580949783325, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17330580949783325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12461663782596588, + 0.08385268598794937, + 0.08573885262012482, + 0.10756827145814896, + 0.13650809228420258, + 0.15501825511455536, + 0.09994439780712128, + 0.08286187797784805, + 0.05645281448960304, + 0.06743813306093216 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.17330580949783325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032038569916039705 + ], + "opposite_logprob_tokens": [ + -5.753203868865967 + ], + "logprob_reward": -0.0032038569916039705, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032038569916039705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12042857706546783, + 0.23063403367996216, + 0.049158718436956406, + 0.10540948063135147, + 0.05355814844369888, + 0.131398007273674, + 0.140509232878685, + 0.048481591045856476, + 0.06364057213068008, + 0.05678162723779678 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.0032038569916039705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193756565451622 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.003193756565451622, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193756565451622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12325102835893631, + 0.10342705249786377, + 0.0490713007748127, + 0.09255168586969376, + 0.08525694906711578, + 0.23145855963230133, + 0.09387291222810745, + 0.07923877984285355, + 0.10260801762342453, + 0.03926372155547142 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.003193756565451622 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183909356594086 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183909356594086, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018183909356594086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07609016448259354, + 0.079730324447155, + 0.03838784247636795, + 0.13668088614940643, + 0.07205652445554733, + 0.08712632209062576, + 0.1585014909505844, + 0.1263694167137146, + 0.1478085219860077, + 0.0772484689950943 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.018183909356594086 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813114523887634 + ], + "opposite_logprob_tokens": [ + -1.4063115119934082 + ], + "logprob_reward": -0.2813114523887634, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813114523887634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20177024602890015, + 0.0823860913515091, + 0.07356323301792145, + 0.045940231531858444, + 0.04430162161588669, + 0.1897953450679779, + 0.12964724004268646, + 0.12002735584974289, + 0.06667286157608032, + 0.045895714312791824 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.2813114523887634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate, sideways tracking shot, at eye level, glides through the water, its movements perfectly synchronized with the gentle sway of the river as it drifts past a massive flathead catfish. The creature, a primal giant, lies almost motionless in the muddy riverbed, a soft bed of silt and decaying organic matter. Its broad, flat head and massive, scaleless body are rendered with remarkable clarity, its skin a speckled mosaic of olive green and muddy brown, providing perfect camouflage. Long, black, whisker-like barbs jut from its powerful jaws, twitching almost imperceptibly as they sense subtle shifts in the water, while its small, black eyes remain impassive. The only discernible micro-movement is the slow, rhythmic pulsation of its gills, a subtle sign of life amidst its profound stillness. The entire scene is defined by a distinctly desaturated palette and high contrast, a stylistic choice that carves the fish out of the inky depths and accentuates deep shadows, creating a powerful atmosphere of ancient tranquility and suspense.", + "seed": 17020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_15/index_6956_seed_17020_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.106075494363904, + "vlm_logprob": -0.106075494363904, + "vlm_yes_no_margin": 2.8999999523162843, + "vlm_token_credit": -0.106075494363904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15083546936511993 + ], + "opposite_logprob_tokens": [ + -2.0258355140686035 + ], + "logprob_reward": -0.15083546936511993, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15083546936511993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13643209636211395, + 0.11179720610380173, + 0.11827763170003891, + 0.06245085597038269, + 0.03271806985139847, + 0.1162143126130104, + 0.061735428869724274, + 0.13990768790245056, + 0.178786039352417, + 0.04168061167001724 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.15083546936511993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014218922704458237 + ], + "opposite_logprob_tokens": [ + -4.264218807220459 + ], + "logprob_reward": -0.014218922704458237, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014218922704458237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041678521782159805, + 0.11696253716945648, + 0.11013507843017578, + 0.041342124342918396, + 0.19464343786239624, + 0.08181716501712799, + 0.024694208055734634, + 0.15736055374145508, + 0.18432824313640594, + 0.047038111835718155 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.014218922704458237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819479651749134 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819479651749134, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819479651749134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09119948744773865, + 0.08182789385318756, + 0.08857399225234985, + 0.04647012799978256, + 0.1929638385772705, + 0.12865328788757324, + 0.02018091082572937, + 0.13676832616329193, + 0.121033675968647, + 0.09232843667268753 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.01819479651749134 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369740769267082 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369740769267082, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369740769267082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04519006982445717, + 0.06569329649209976, + 0.056771017611026764, + 0.10643049329519272, + 0.213888481259346, + 0.05386123061180115, + 0.02241884171962738, + 0.13263170421123505, + 0.27489539980888367, + 0.028219545260071754 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.03369740769267082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, deliberate sideways tracking shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive flathead catfish visible lying almost motionless in a muddy riverbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the catfish have a broad, flat head and a massive scaleless body with skin colored in a speckled mosaic of olive green and muddy brown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, black, whisker-like barbs visible jutting from the catfish's jaws and twitching slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a distinctly desaturated palette and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343087553977966 + ], + "opposite_logprob_tokens": [ + -1.313430905342102 + ], + "logprob_reward": -0.31343087553977966, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343087553977966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16115693747997284, + 0.1287253201007843, + 0.03685196116566658, + 0.03905998542904854, + 0.15816912055015564, + 0.1294950544834137, + 0.04189668968319893, + 0.11151709407567978, + 0.04856669902801514, + 0.14456111192703247 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.31343087553977966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_2/index_tensor([2281, 2281])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_2/index_tensor([2281, 2281])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..10729ef2c3cee253649800679af5ac5ee104a538 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_2/index_tensor([2281, 2281])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle, slow-motion tracking shot glides along the wheel of a speeding vehicle, capturing the intense detail of a wide, black, high-performance tire as it spins with powerful and relentless grace across the dark, rain-slicked surface of nighttime asphalt. The tire's deep, intricate tread pattern gleams through the standing water, meticulously sculpted into the mirror-like asphalt. The motion launches a spectacular arc of crystalline water into the air; each individual droplet is rendered with surreal clarity, catching the light as they twist and dance in a chaotic and beautiful ballet. Cool white artificial floodlights provide dramatic backlighting for the scene, giving the fan-shaped plume an ethereal silver glow against the deep shadows of the car's undercarriage. The high-contrast, monochromatic visual palette of deep black, gunmetal gray, and brilliant white creates an atmosphere of intense, focused power and raw mechanical beauty, transforming this moment of extreme physics into a work of art.", + "seed": 33333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_2/index_2281_seed_33333_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02209430653601885, + "vlm_logprob": -0.02209430653601885, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.02209430653601885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013378139585256577 + ], + "opposite_logprob_tokens": [ + -5.638378143310547 + ], + "logprob_reward": -0.013378139585256577, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.013378139585256577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12605422735214233, + 0.060773640871047974, + 0.15481016039848328, + 0.06928237527608871, + 0.2246212363243103, + 0.21483798325061798, + 0.027956491336226463, + 0.012468818575143814, + 0.020469795912504196, + 0.08872532099485397 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.013378139585256577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812128305435181 + ], + "opposite_logprob_tokens": [ + -3.288121223449707 + ], + "logprob_reward": -0.03812128305435181, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812128305435181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2855551838874817, + 0.16362333297729492, + 0.09555117040872574, + 0.05494808405637741, + 0.13465963304042816, + 0.09810102730989456, + 0.015838049352169037, + 0.018492212519049644, + 0.0334864966571331, + 0.09974487125873566 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03812128305435181 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197885990142822 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014197885990142822, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197885990142822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2052604854106903, + 0.21827346086502075, + 0.15761417150497437, + 0.049490902572870255, + 0.07893302291631699, + 0.07815500348806381, + 0.031786900013685226, + 0.017241816967725754, + 0.04129932448267937, + 0.12194491922855377 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014197885990142822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699482679367065 + ], + "opposite_logprob_tokens": [ + -3.4086995124816895 + ], + "logprob_reward": -0.033699482679367065, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699482679367065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24422535300254822, + 0.21831107139587402, + 0.1382548063993454, + 0.055403247475624084, + 0.13891352713108063, + 0.0676739364862442, + 0.018337277695536613, + 0.02138853818178177, + 0.027117175981402397, + 0.07037507742643356 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033699482679367065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074741370975971 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074741370975971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074741370975971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2707654535770416, + 0.08431239426136017, + 0.13665445148944855, + 0.07746944576501846, + 0.05327358841896057, + 0.14057548344135284, + 0.023973917588591576, + 0.03226244077086449, + 0.03711821883916855, + 0.14359456300735474 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.011074741370975971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, slow-motion tracking shot glides along the wheel of a speeding vehicle, capturing the intense detail of a wide, black, high-performance tire as it spins with powerful and relentless grace across the dark, rain-slicked surface of nighttime asphalt. The tire's deep, intricate tread pattern gleams through the standing water, meticulously sculpted into the mirror-like asphalt. The motion launches a spectacular arc of crystalline water into the air; each individual droplet is rendered with surreal clarity, catching the light as they twist and dance in a chaotic and beautiful ballet. Cool white artificial floodlights provide dramatic backlighting for the scene, giving the fan-shaped plume an ethereal silver glow against the deep shadows of the car's undercarriage. The high-contrast, monochromatic visual palette of deep black, gunmetal gray, and brilliant white creates an atmosphere of intense, focused power and raw mechanical beauty, transforming this moment of extreme physics into a work of art.", + "seed": 33334, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_2/index_2281_seed_33334_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014203112572431564, + "vlm_logprob": -0.014203112572431564, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.014203112572431564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02130783721804619 + ], + "opposite_logprob_tokens": [ + -5.271307945251465 + ], + "logprob_reward": -0.02130783721804619, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.02130783721804619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.128800630569458, + 0.06767873466014862, + 0.07466955482959747, + 0.11993180215358734, + 0.15342426300048828, + 0.1460271030664444, + 0.0313466377556324, + 0.041048236191272736, + 0.04063332453370094, + 0.196439728140831 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.02130783721804619 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018221836537122726 + ], + "opposite_logprob_tokens": [ + -4.018221855163574 + ], + "logprob_reward": -0.018221836537122726, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018221836537122726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13166877627372742, + 0.05238933488726616, + 0.043194323778152466, + 0.13689108192920685, + 0.162354975938797, + 0.04081273451447487, + 0.07467427849769592, + 0.09621363133192062, + 0.08430377393960953, + 0.17749711871147156 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.018221836537122726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3001071810722351, + 0.15027809143066406, + 0.08610378950834274, + 0.0706600770354271, + 0.07234878093004227, + 0.05512974411249161, + 0.03503561392426491, + 0.023955028504133224, + 0.0646628886461258, + 0.1417188048362732 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.008644895628094673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640522137284279 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640522137284279, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640522137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14330700039863586, + 0.15633800625801086, + 0.048877567052841187, + 0.16185647249221802, + 0.1558445543050766, + 0.17984770238399506, + 0.015198781155049801, + 0.03475493565201759, + 0.03905745968222618, + 0.06491749733686447 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.008640522137284279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200471341609955 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.014200471341609955, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200471341609955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16238638758659363, + 0.038880567997694016, + 0.0494595430791378, + 0.13869161903858185, + 0.05590585991740227, + 0.05051076412200928, + 0.11274799704551697, + 0.06531412154436111, + 0.10307353734970093, + 0.22302953898906708 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.014200471341609955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, slow-motion tracking shot glides along the wheel of a speeding vehicle, capturing the intense detail of a wide, black, high-performance tire as it spins with powerful and relentless grace across the dark, rain-slicked surface of nighttime asphalt. The tire's deep, intricate tread pattern gleams through the standing water, meticulously sculpted into the mirror-like asphalt. The motion launches a spectacular arc of crystalline water into the air; each individual droplet is rendered with surreal clarity, catching the light as they twist and dance in a chaotic and beautiful ballet. Cool white artificial floodlights provide dramatic backlighting for the scene, giving the fan-shaped plume an ethereal silver glow against the deep shadows of the car's undercarriage. The high-contrast, monochromatic visual palette of deep black, gunmetal gray, and brilliant white creates an atmosphere of intense, focused power and raw mechanical beauty, transforming this moment of extreme physics into a work of art.", + "seed": 33335, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_2/index_2281_seed_33335_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016353531903587282, + "vlm_logprob": -0.016353531903587282, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.016353531903587282, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02487970143556595 + ], + "opposite_logprob_tokens": [ + -5.0248799324035645 + ], + "logprob_reward": -0.02487970143556595, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.02487970143556595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12811875343322754, + 0.0657392293214798, + 0.08722174167633057, + 0.06513822078704834, + 0.07281342148780823, + 0.08109746128320694, + 0.13208211958408356, + 0.0862809345126152, + 0.1437884122133255, + 0.1377197504043579 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.02487970143556595 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310450702905655 + ], + "opposite_logprob_tokens": [ + -3.168104410171509 + ], + "logprob_reward": -0.04310450702905655, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310450702905655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24901476502418518, + 0.09231532365083694, + 0.06394515186548233, + 0.03757495433092117, + 0.0323927067220211, + 0.1921079158782959, + 0.1250331550836563, + 0.04401334002614021, + 0.057224441319704056, + 0.10637816786766052 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.04310450702905655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019463420612737536 + ], + "opposite_logprob_tokens": [ + -6.251946449279785 + ], + "logprob_reward": -0.0019463420612737536, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019463420612737536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39435458183288574, + 0.0935688465833664, + 0.03061562590301037, + 0.02955363690853119, + 0.03570244088768959, + 0.12579697370529175, + 0.06391054391860962, + 0.16453158855438232, + 0.023513367399573326, + 0.0384523905813694 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.0019463420612737536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031925681978464127 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031925681978464127, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031925681978464127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2674922049045563, + 0.06595306098461151, + 0.04089999571442604, + 0.022199874743819237, + 0.1700611710548401, + 0.11580713093280792, + 0.11781420558691025, + 0.07921070605516434, + 0.04796968027949333, + 0.07259194552898407 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0031925681978464127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644540794193745 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644540794193745, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644540794193745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4685448408126831, + 0.06406642496585846, + 0.04748844727873802, + 0.026686396449804306, + 0.02851131185889244, + 0.050651684403419495, + 0.10433213412761688, + 0.09447275102138519, + 0.04475204274058342, + 0.07049395143985748 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.008644540794193745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle, slow-motion tracking shot glides along the wheel of a speeding vehicle, capturing the intense detail of a wide, black, high-performance tire as it spins with powerful and relentless grace across the dark, rain-slicked surface of nighttime asphalt. The tire's deep, intricate tread pattern gleams through the standing water, meticulously sculpted into the mirror-like asphalt. The motion launches a spectacular arc of crystalline water into the air; each individual droplet is rendered with surreal clarity, catching the light as they twist and dance in a chaotic and beautiful ballet. Cool white artificial floodlights provide dramatic backlighting for the scene, giving the fan-shaped plume an ethereal silver glow against the deep shadows of the car's undercarriage. The high-contrast, monochromatic visual palette of deep black, gunmetal gray, and brilliant white creates an atmosphere of intense, focused power and raw mechanical beauty, transforming this moment of extreme physics into a work of art.", + "seed": 33336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_2/index_2281_seed_33336_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030922633595764637, + "vlm_logprob": -0.030922633595764637, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.030922633595764637, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027892623096704483 + ], + "opposite_logprob_tokens": [ + -4.652892589569092 + ], + "logprob_reward": -0.027892623096704483, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.027892623096704483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5209416747093201, + 0.0583566315472126, + 0.09449894726276398, + 0.05045022442936897, + 0.07103824615478516, + 0.05447183549404144, + 0.028270592913031578, + 0.028045091778039932, + 0.025316881015896797, + 0.06860993057489395 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.027892623096704483 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007627934217453 + ], + "opposite_logprob_tokens": [ + -2.6950762271881104 + ], + "logprob_reward": -0.07007627934217453, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007627934217453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2660566568374634, + 0.08900366723537445, + 0.09628834575414658, + 0.05638638511300087, + 0.03866058588027954, + 0.09206101298332214, + 0.070745550096035, + 0.19009524583816528, + 0.03185444325208664, + 0.06884811818599701 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.07007627934217453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194211646914482 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.018194211646914482, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194211646914482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22357000410556793, + 0.0875735729932785, + 0.1432276964187622, + 0.10972639173269272, + 0.05436455085873604, + 0.17880791425704956, + 0.035107869654893875, + 0.059614397585392, + 0.07356609404087067, + 0.03444154933094978 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.018194211646914482 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639813400804996 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639813400804996, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639813400804996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14977136254310608, + 0.11508059501647949, + 0.08262790739536285, + 0.06239774823188782, + 0.2326301634311676, + 0.11074317246675491, + 0.09116826951503754, + 0.05667863413691521, + 0.0471939779818058, + 0.051708173006772995 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.008639813400804996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along a spinning vehicle tire?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tire wide, black, and high-performance with a visible intricate tread pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on dark, rain-slicked asphalt at night with cool white artificial floodlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spinning tire launch a fan-shaped arc of water droplets that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual palette monochromatic, featuring deep black, gunmetal gray, and brilliant white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810240492224693 + ], + "opposite_logprob_tokens": [ + -3.5298101902008057 + ], + "logprob_reward": -0.029810240492224693, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810240492224693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5251064896583557, + 0.08802836388349533, + 0.07307199388742447, + 0.03441968187689781, + 0.05821023881435394, + 0.04644417017698288, + 0.03135915845632553, + 0.0376240573823452, + 0.07841572910547256, + 0.027320072054862976 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.029810240492224693 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_3/index_tensor([8747, 8747])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_3/index_tensor([8747, 8747])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..663f113f7e5254977c9a542e3294b56da0670441 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_3/index_tensor([8747, 8747])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic telephoto lens captures a fierce mythical confrontation from the side, rendered entirely in naive line art, emphasizing form and pure energy over realistic detail. On the left, a skeletal creature with massive bat-like bony wings hovers in mid-air, its hollow eye sockets gleaming ominously. Draped in a black cloak outlined in thick black lines, it billows violently backwards from the surge of energy. Its body leans forward, a gnarled clawed hand extended, twisting beams of purple energy emanating from its fingertips. Facing it stands a massive mythical Tengu, its iconic red face and immensely long nose accentuated by the childish lines, its furious eyes rendered in simple yet powerful strokes. The Tengu's massive black raven wings are fully extended, its body tense, one hand clenched into a fist, unleashing a swirling stream of brilliant golden air. The air between the two distorts from the violent collision of energy, and a blinding, jagged white explosion explodes in the center of the frame, sending forth countless thick lines representing fragments of energy. The telephoto lens greatly compresses the space and blurs the distant background into a blurred, abstract block of dark blue and gray, forcing all visual focus to be on the two creatures and the devastating energy confrontation between them, creating a tense, primitive and dynamic epic atmosphere.", + "seed": 7156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_3/index_8747_seed_7156_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09742853594943882, + "vlm_logprob": -0.09742853594943882, + "vlm_yes_no_margin": 3.849999988079071, + "vlm_token_credit": -0.09742853594943882, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4328318238258362 + ], + "opposite_logprob_tokens": [ + -1.0578317642211914 + ], + "logprob_reward": -0.4328318238258362, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4328318238258362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23082515597343445, + 0.25863373279571533, + 0.044042736291885376, + 0.029516486451029778, + 0.044693417847156525, + 0.06685060262680054, + 0.19165998697280884, + 0.054407037794589996, + 0.03584560006856918, + 0.04352526739239693 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.4328318238258362 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002211864572018385 + ], + "opposite_logprob_tokens": [ + -6.127212047576904 + ], + "logprob_reward": -0.002211864572018385, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002211864572018385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2520112693309784, + 0.22041603922843933, + 0.08247016370296478, + 0.03525056317448616, + 0.06535118818283081, + 0.047924719750881195, + 0.15047687292099, + 0.055464137345552444, + 0.03597303107380867, + 0.054662011563777924 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.002211864572018385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977774802595377 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.00977774802595377, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977774802595377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14815948903560638, + 0.34407320618629456, + 0.18598373234272003, + 0.047843143343925476, + 0.0410403348505497, + 0.05265863612294197, + 0.0801834762096405, + 0.03286856412887573, + 0.02515806071460247, + 0.04203140363097191 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.00977774802595377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532410211861134 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532410211861134, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532410211861134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4507996141910553, + 0.09137123823165894, + 0.04742702841758728, + 0.04350566491484642, + 0.11404968798160553, + 0.05863768234848976, + 0.07020080834627151, + 0.05023781955242157, + 0.03343667462468147, + 0.040333837270736694 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.012532410211861134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788833111524582 + ], + "opposite_logprob_tokens": [ + -3.5297887325286865 + ], + "logprob_reward": -0.029788833111524582, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788833111524582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21077698469161987, + 0.23790845274925232, + 0.07575413584709167, + 0.04611099511384964, + 0.04584728553891182, + 0.06985922157764435, + 0.15489047765731812, + 0.0461169071495533, + 0.04517973214387894, + 0.06755582243204117 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.029788833111524582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic telephoto lens captures a fierce mythical confrontation from the side, rendered entirely in naive line art, emphasizing form and pure energy over realistic detail. On the left, a skeletal creature with massive bat-like bony wings hovers in mid-air, its hollow eye sockets gleaming ominously. Draped in a black cloak outlined in thick black lines, it billows violently backwards from the surge of energy. Its body leans forward, a gnarled clawed hand extended, twisting beams of purple energy emanating from its fingertips. Facing it stands a massive mythical Tengu, its iconic red face and immensely long nose accentuated by the childish lines, its furious eyes rendered in simple yet powerful strokes. The Tengu's massive black raven wings are fully extended, its body tense, one hand clenched into a fist, unleashing a swirling stream of brilliant golden air. The air between the two distorts from the violent collision of energy, and a blinding, jagged white explosion explodes in the center of the frame, sending forth countless thick lines representing fragments of energy. The telephoto lens greatly compresses the space and blurs the distant background into a blurred, abstract block of dark blue and gray, forcing all visual focus to be on the two creatures and the devastating energy confrontation between them, creating a tense, primitive and dynamic epic atmosphere.", + "seed": 7157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_3/index_8747_seed_7157_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04230692316778004, + "vlm_logprob": -0.04230692316778004, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.04230692316778004, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1628822684288025 + ], + "opposite_logprob_tokens": [ + -1.9128823280334473 + ], + "logprob_reward": -0.1628822684288025, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1628822684288025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050600871443748474, + 0.029529782012104988, + 0.03336428105831146, + 0.0650697648525238, + 0.5796750783920288, + 0.041820261627435684, + 0.053987521678209305, + 0.01962781697511673, + 0.05509458854794502, + 0.07123003900051117 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.1628822684288025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011893587652593851 + ], + "opposite_logprob_tokens": [ + -6.751189231872559 + ], + "logprob_reward": -0.0011893587652593851, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011893587652593851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09044850617647171, + 0.06745849549770355, + 0.044863466173410416, + 0.08048158884048462, + 0.40231359004974365, + 0.046319447457790375, + 0.05676346272230148, + 0.02198820933699608, + 0.06016143783926964, + 0.12920184433460236 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0011893587652593851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613373264670372 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613373264670372, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613373264670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1569870263338089, + 0.08440103381872177, + 0.06284958869218826, + 0.10587908327579498, + 0.2981416583061218, + 0.06525738537311554, + 0.03997364640235901, + 0.018891843035817146, + 0.09478599578142166, + 0.07283274084329605 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.003613373264670372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020569460466504097 + ], + "opposite_logprob_tokens": [ + -3.8955695629119873 + ], + "logprob_reward": -0.020569460466504097, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020569460466504097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03815702721476555, + 0.02853785641491413, + 0.0301003847271204, + 0.052334338426589966, + 0.1341271549463272, + 0.03823121264576912, + 0.10694145411252975, + 0.011364894919097424, + 0.4743979871273041, + 0.08580773323774338 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.020569460466504097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280154913663864 + ], + "opposite_logprob_tokens": [ + -3.773280143737793 + ], + "logprob_reward": -0.023280154913663864, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280154913663864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055820390582084656, + 0.06063006445765495, + 0.026638086885213852, + 0.058065902441740036, + 0.07320536673069, + 0.07233965396881104, + 0.18517722189426422, + 0.026472847908735275, + 0.08927164226770401, + 0.35237884521484375 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.023280154913663864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic telephoto lens captures a fierce mythical confrontation from the side, rendered entirely in naive line art, emphasizing form and pure energy over realistic detail. On the left, a skeletal creature with massive bat-like bony wings hovers in mid-air, its hollow eye sockets gleaming ominously. Draped in a black cloak outlined in thick black lines, it billows violently backwards from the surge of energy. Its body leans forward, a gnarled clawed hand extended, twisting beams of purple energy emanating from its fingertips. Facing it stands a massive mythical Tengu, its iconic red face and immensely long nose accentuated by the childish lines, its furious eyes rendered in simple yet powerful strokes. The Tengu's massive black raven wings are fully extended, its body tense, one hand clenched into a fist, unleashing a swirling stream of brilliant golden air. The air between the two distorts from the violent collision of energy, and a blinding, jagged white explosion explodes in the center of the frame, sending forth countless thick lines representing fragments of energy. The telephoto lens greatly compresses the space and blurs the distant background into a blurred, abstract block of dark blue and gray, forcing all visual focus to be on the two creatures and the devastating energy confrontation between them, creating a tense, primitive and dynamic epic atmosphere.", + "seed": 7158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_3/index_8747_seed_7158_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1611698901280761, + "vlm_logprob": -0.1611698901280761, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.1611698901280761, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7584889531135559 + ], + "opposite_logprob_tokens": [ + -0.6334889531135559 + ], + "logprob_reward": -0.7584889531135559, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7584889531135559, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11874688416719437, + 0.0802900493144989, + 0.15929558873176575, + 0.15058884024620056, + 0.04822719842195511, + 0.0713617280125618, + 0.03826572373509407, + 0.0503237247467041, + 0.11913102120161057, + 0.1637692153453827 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.7584889531135559 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032073031179606915 + ], + "opposite_logprob_tokens": [ + -5.753207206726074 + ], + "logprob_reward": -0.0032073031179606915, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032073031179606915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18618158996105194, + 0.08392529934644699, + 0.2564963102340698, + 0.11340687423944473, + 0.040273599326610565, + 0.03319716453552246, + 0.03568803891539574, + 0.03241058811545372, + 0.027639061212539673, + 0.19078148901462555 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.0032073031179606915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076249269768595695 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.0076249269768595695, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076249269768595695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14380598068237305, + 0.06752409040927887, + 0.34734082221984863, + 0.06776811927556992, + 0.12798833847045898, + 0.025066837668418884, + 0.03404489904642105, + 0.02319193072617054, + 0.06123459339141846, + 0.10203442722558975 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0076249269768595695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736426148563623 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736426148563623, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736426148563623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1201363056898117, + 0.09482550621032715, + 0.11595674604177475, + 0.07512623816728592, + 0.05902732163667679, + 0.0807131752371788, + 0.08413943648338318, + 0.06796445697546005, + 0.04144405201077461, + 0.26066672801971436 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.006736426148563623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979184128344059 + ], + "opposite_logprob_tokens": [ + -3.529791831970215 + ], + "logprob_reward": -0.02979184128344059, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979184128344059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1711510717868805, + 0.08120062947273254, + 0.26978787779808044, + 0.054785531014204025, + 0.0571298711001873, + 0.02563735842704773, + 0.04827263206243515, + 0.03372340649366379, + 0.03228268399834633, + 0.2260289341211319 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.02979184128344059 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic telephoto lens captures a fierce mythical confrontation from the side, rendered entirely in naive line art, emphasizing form and pure energy over realistic detail. On the left, a skeletal creature with massive bat-like bony wings hovers in mid-air, its hollow eye sockets gleaming ominously. Draped in a black cloak outlined in thick black lines, it billows violently backwards from the surge of energy. Its body leans forward, a gnarled clawed hand extended, twisting beams of purple energy emanating from its fingertips. Facing it stands a massive mythical Tengu, its iconic red face and immensely long nose accentuated by the childish lines, its furious eyes rendered in simple yet powerful strokes. The Tengu's massive black raven wings are fully extended, its body tense, one hand clenched into a fist, unleashing a swirling stream of brilliant golden air. The air between the two distorts from the violent collision of energy, and a blinding, jagged white explosion explodes in the center of the frame, sending forth countless thick lines representing fragments of energy. The telephoto lens greatly compresses the space and blurs the distant background into a blurred, abstract block of dark blue and gray, forcing all visual focus to be on the two creatures and the devastating energy confrontation between them, creating a tense, primitive and dynamic epic atmosphere.", + "seed": 7159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_3/index_8747_seed_7159_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07581172613427042, + "vlm_logprob": -0.07581172613427042, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.07581172613427042, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2547924220561981 + ], + "opposite_logprob_tokens": [ + -1.5047924518585205 + ], + "logprob_reward": -0.2547924220561981, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2547924220561981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15149641036987305, + 0.1719837188720703, + 0.067827008664608, + 0.09245844185352325, + 0.07998660206794739, + 0.0631558820605278, + 0.0492609366774559, + 0.0929146409034729, + 0.14444831013679504, + 0.08646804094314575 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.2547924220561981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036281016655266285 + ], + "opposite_logprob_tokens": [ + -5.628628253936768 + ], + "logprob_reward": -0.0036281016655266285, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036281016655266285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1940361112356186, + 0.07149209082126617, + 0.17389285564422607, + 0.03978237509727478, + 0.04085050895810127, + 0.08173494040966034, + 0.03154407814145088, + 0.06075702980160713, + 0.1094481348991394, + 0.19646187126636505 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.0036281016655266285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250592716038227 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250592716038227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250592716038227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11930348724126816, + 0.07344818860292435, + 0.23915283381938934, + 0.06073809042572975, + 0.05946117267012596, + 0.036792878061532974, + 0.028694065287709236, + 0.045333169400691986, + 0.07755932956933975, + 0.25951677560806274 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.005250592716038227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351653039455414 + ], + "opposite_logprob_tokens": [ + -3.6513516902923584 + ], + "logprob_reward": -0.026351653039455414, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351653039455414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0740739107131958, + 0.026969466358423233, + 0.06537140905857086, + 0.08246668428182602, + 0.026529600843787193, + 0.06891817599534988, + 0.05134313926100731, + 0.1714857518672943, + 0.29400870203971863, + 0.13883312046527863 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.026351653039455414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered entirely in naive line art with thick black outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a skeletal creature with massive bat-like bony wings visible on the left side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive mythical Tengu with a red face and long nose visible on the right side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a blinding jagged white explosion visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the distant background blurred into an abstract block of dark blue and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903586119413376 + ], + "opposite_logprob_tokens": [ + -2.464035749435425 + ], + "logprob_reward": -0.08903586119413376, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903586119413376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1397346407175064, + 0.030627187341451645, + 0.0918620228767395, + 0.027245940640568733, + 0.026195084676146507, + 0.02616480179131031, + 0.061372075229883194, + 0.022951742634177208, + 0.1038946881890297, + 0.46995171904563904 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.08903586119413376 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_4/index_tensor([2262, 2262])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_4/index_tensor([2262, 2262])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..30a5dbaf8fc7044927c8e2e98305bfd9429a5ce3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_4/index_tensor([2262, 2262])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium close-up shot, shot from a level angle, locks the viewer's gaze within a classic red telephone booth. A man, presumably in his thirties, his short, wet, dark hair plastered to his forehead, wears a classic, rain-soaked, dark windbreaker, its thick cotton fabric clinging to his shoulders. One hand grips an old-fashioned black telephone receiver, his knuckles white from the strain, as if it were his only connection to the outside world. The other hand presses feebly against the steamed glass. His expression is one of pain and self-control. A single, glistening tear silently slides from the corner of his tightly closed right eye, running down his chiseled cheek and into the rain. The red, blue, and green neon lights from the bars and shops across the street filter through the damp glass of the phone booth, casting a shifting, variegated light and shadow on his face: red sweeps across his brow, blue shimmers down his jawline. Outside the phone booth, raindrops pounded against the glass, blurring the nighttime cityscape. The asphalt road reflected a wet sheen. The entire scene was shrouded in a thick, almost suffocating atmosphere of sadness and loneliness, imbued with a cinematic quality and intense emotional tension.", + "seed": 23576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_4/index_2262_seed_23576_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048597747646272185, + "vlm_logprob": -0.048597747646272185, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.048597747646272185, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031567227095365524 + ], + "opposite_logprob_tokens": [ + -3.531567335128784 + ], + "logprob_reward": -0.031567227095365524, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031567227095365524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3210693895816803, + 0.17571650445461273, + 0.06875640898942947, + 0.07992102950811386, + 0.16693785786628723, + 0.07498273998498917, + 0.035429250448942184, + 0.028294861316680908, + 0.02853938564658165, + 0.020352602005004883 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.031567227095365524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866604968905449 + ], + "opposite_logprob_tokens": [ + -4.758666038513184 + ], + "logprob_reward": -0.00866604968905449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866604968905449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16217651963233948, + 0.40386807918548584, + 0.04083647578954697, + 0.11845443397760391, + 0.03932076692581177, + 0.036421600729227066, + 0.05089248716831207, + 0.04329667612910271, + 0.05423979461193085, + 0.05049321800470352 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.00866604968905449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209077417850494 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.018209077417850494, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209077417850494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12466162443161011, + 0.304012268781662, + 0.06236524134874344, + 0.0630996972322464, + 0.15406900644302368, + 0.05068644881248474, + 0.06434215605258942, + 0.10030356049537659, + 0.04033445939421654, + 0.03612558916211128 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.018209077417850494 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046440837904810905 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.0046440837904810905, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046440837904810905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3785935640335083, + 0.10883139818906784, + 0.05340604484081268, + 0.0642118901014328, + 0.046268559992313385, + 0.07034716755151749, + 0.09814810752868652, + 0.03301175311207771, + 0.04831698164343834, + 0.09886452555656433 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0046440837904810905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990230023860931 + ], + "opposite_logprob_tokens": [ + -1.8049023151397705 + ], + "logprob_reward": -0.17990230023860931, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990230023860931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3644835650920868, + 0.17712567746639252, + 0.03350655734539032, + 0.06842479109764099, + 0.06711535155773163, + 0.06391431391239166, + 0.05020231381058693, + 0.08780334889888763, + 0.05524185672402382, + 0.032182175666093826 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.17990230023860931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, shot from a level angle, locks the viewer's gaze within a classic red telephone booth. A man, presumably in his thirties, his short, wet, dark hair plastered to his forehead, wears a classic, rain-soaked, dark windbreaker, its thick cotton fabric clinging to his shoulders. One hand grips an old-fashioned black telephone receiver, his knuckles white from the strain, as if it were his only connection to the outside world. The other hand presses feebly against the steamed glass. His expression is one of pain and self-control. A single, glistening tear silently slides from the corner of his tightly closed right eye, running down his chiseled cheek and into the rain. The red, blue, and green neon lights from the bars and shops across the street filter through the damp glass of the phone booth, casting a shifting, variegated light and shadow on his face: red sweeps across his brow, blue shimmers down his jawline. Outside the phone booth, raindrops pounded against the glass, blurring the nighttime cityscape. The asphalt road reflected a wet sheen. The entire scene was shrouded in a thick, almost suffocating atmosphere of sadness and loneliness, imbued with a cinematic quality and intense emotional tension.", + "seed": 23577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_4/index_2262_seed_23577_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.047460715752094984, + "vlm_logprob": -0.047460715752094984, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.047460715752094984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020167183130979538 + ], + "opposite_logprob_tokens": [ + -4.020167350769043 + ], + "logprob_reward": -0.020167183130979538, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020167183130979538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6744757294654846, + 0.16300807893276215, + 0.030470555648207664, + 0.0138917351141572, + 0.011407715268433094, + 0.020461469888687134, + 0.013347082771360874, + 0.014927913434803486, + 0.03751013055443764, + 0.020499641075730324 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.020167183130979538 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256372407078743 + ], + "opposite_logprob_tokens": [ + -4.387563705444336 + ], + "logprob_reward": -0.01256372407078743, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256372407078743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.499465674161911, + 0.0695052221417427, + 0.13585598766803741, + 0.045649100095033646, + 0.03262079879641533, + 0.04768851026892662, + 0.024235818535089493, + 0.05374792963266373, + 0.060476794838905334, + 0.030754204839468002 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01256372407078743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598655566573143 + ], + "opposite_logprob_tokens": [ + -3.8955986499786377 + ], + "logprob_reward": -0.020598655566573143, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598655566573143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37572500109672546, + 0.06827730685472488, + 0.09679955244064331, + 0.057992398738861084, + 0.03575047105550766, + 0.09037041664123535, + 0.02706916630268097, + 0.05111512169241905, + 0.13118769228458405, + 0.0657128393650055 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.020598655566573143 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040998938493430614 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040998938493430614, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040998938493430614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33995041251182556, + 0.16261079907417297, + 0.09423208236694336, + 0.07554495334625244, + 0.09338805824518204, + 0.05569850653409958, + 0.02861388958990574, + 0.03126318380236626, + 0.06777437031269073, + 0.05092373862862587 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0040998938493430614 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987412214279175 + ], + "opposite_logprob_tokens": [ + -1.8048741817474365 + ], + "logprob_reward": -0.17987412214279175, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987412214279175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31164830923080444, + 0.12881459295749664, + 0.13475444912910461, + 0.06426103413105011, + 0.04445170983672142, + 0.05825473740696907, + 0.05510403588414192, + 0.035648178309202194, + 0.10608984529972076, + 0.06097309663891792 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.17987412214279175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, shot from a level angle, locks the viewer's gaze within a classic red telephone booth. A man, presumably in his thirties, his short, wet, dark hair plastered to his forehead, wears a classic, rain-soaked, dark windbreaker, its thick cotton fabric clinging to his shoulders. One hand grips an old-fashioned black telephone receiver, his knuckles white from the strain, as if it were his only connection to the outside world. The other hand presses feebly against the steamed glass. His expression is one of pain and self-control. A single, glistening tear silently slides from the corner of his tightly closed right eye, running down his chiseled cheek and into the rain. The red, blue, and green neon lights from the bars and shops across the street filter through the damp glass of the phone booth, casting a shifting, variegated light and shadow on his face: red sweeps across his brow, blue shimmers down his jawline. Outside the phone booth, raindrops pounded against the glass, blurring the nighttime cityscape. The asphalt road reflected a wet sheen. The entire scene was shrouded in a thick, almost suffocating atmosphere of sadness and loneliness, imbued with a cinematic quality and intense emotional tension.", + "seed": 23578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_4/index_2262_seed_23578_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09999390579760074, + "vlm_logprob": -0.09999390579760074, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.09999390579760074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22841015458106995 + ], + "opposite_logprob_tokens": [ + -1.6034101247787476 + ], + "logprob_reward": -0.22841015458106995, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22841015458106995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23187296092510223, + 0.04917661100625992, + 0.04316947981715202, + 0.07370450347661972, + 0.1104312539100647, + 0.045324698090553284, + 0.17916803061962128, + 0.0557846873998642, + 0.10744486004114151, + 0.10392291098833084 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.22841015458106995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018230732530355453 + ], + "opposite_logprob_tokens": [ + -4.01823091506958 + ], + "logprob_reward": -0.018230732530355453, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018230732530355453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2840736508369446, + 0.06694497913122177, + 0.042415205389261246, + 0.06371387094259262, + 0.05885110795497894, + 0.028639594092965126, + 0.10392430424690247, + 0.03165021166205406, + 0.26653364300727844, + 0.0532534159719944 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.018230732530355453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309582710266113 + ], + "opposite_logprob_tokens": [ + -3.168095827102661 + ], + "logprob_reward": -0.04309582710266113, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309582710266113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08034586906433105, + 0.040084369480609894, + 0.024328097701072693, + 0.03528797999024391, + 0.06694712489843369, + 0.04705813154578209, + 0.05722751468420029, + 0.020261909812688828, + 0.5865697860717773, + 0.0418892577290535 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.04309582710266113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651277050375938 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651277050375938, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651277050375938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10494714975357056, + 0.1312478631734848, + 0.10652071237564087, + 0.06870724260807037, + 0.06689441204071045, + 0.08276131004095078, + 0.184738889336586, + 0.03914817050099373, + 0.13831624388694763, + 0.07671801745891571 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.008651277050375938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158153772354126 + ], + "opposite_logprob_tokens": [ + -1.7015814781188965 + ], + "logprob_reward": -0.20158153772354126, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158153772354126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3763405680656433, + 0.035330090671777725, + 0.022565683349967003, + 0.034492868930101395, + 0.016771724447607994, + 0.018768690526485443, + 0.04666785150766373, + 0.017591742798686028, + 0.4047214686870575, + 0.0267493836581707 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.20158153772354126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, shot from a level angle, locks the viewer's gaze within a classic red telephone booth. A man, presumably in his thirties, his short, wet, dark hair plastered to his forehead, wears a classic, rain-soaked, dark windbreaker, its thick cotton fabric clinging to his shoulders. One hand grips an old-fashioned black telephone receiver, his knuckles white from the strain, as if it were his only connection to the outside world. The other hand presses feebly against the steamed glass. His expression is one of pain and self-control. A single, glistening tear silently slides from the corner of his tightly closed right eye, running down his chiseled cheek and into the rain. The red, blue, and green neon lights from the bars and shops across the street filter through the damp glass of the phone booth, casting a shifting, variegated light and shadow on his face: red sweeps across his brow, blue shimmers down his jawline. Outside the phone booth, raindrops pounded against the glass, blurring the nighttime cityscape. The asphalt road reflected a wet sheen. The entire scene was shrouded in a thick, almost suffocating atmosphere of sadness and loneliness, imbued with a cinematic quality and intense emotional tension.", + "seed": 23579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_4/index_2262_seed_23579_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.044387956522405146, + "vlm_logprob": -0.044387956522405146, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.044387956522405146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02342630922794342 + ], + "opposite_logprob_tokens": [ + -3.8984262943267822 + ], + "logprob_reward": -0.02342630922794342, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02342630922794342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2596645951271057, + 0.13880489766597748, + 0.030438827350735664, + 0.0419231578707695, + 0.032843220978975296, + 0.024323565885424614, + 0.33807969093322754, + 0.032437290996313095, + 0.05813773721456528, + 0.043346960097551346 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.02342630922794342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094528138637543 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094528138637543, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094528138637543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2626175582408905, + 0.21504858136177063, + 0.0378430150449276, + 0.05604984238743782, + 0.02142629586160183, + 0.02561659924685955, + 0.11789589375257492, + 0.051846206188201904, + 0.14174222946166992, + 0.06991375237703323 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.016094528138637543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016092415899038315 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.016092415899038315, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016092415899038315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09441868960857391, + 0.3388380706310272, + 0.024261554703116417, + 0.08856026083230972, + 0.018675757572054863, + 0.017526844516396523, + 0.2952047288417816, + 0.04655979201197624, + 0.0372709184885025, + 0.0386834517121315 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.016092415899038315 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595568772405386 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.00595568772405386, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595568772405386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22812393307685852, + 0.10764428973197937, + 0.14510942995548248, + 0.04142612963914871, + 0.049188803881406784, + 0.02023712359368801, + 0.25416189432144165, + 0.04026608169078827, + 0.04529900476336479, + 0.06854337453842163 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.00595568772405386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a level angle inside a red telephone booth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark, rain-soaked windbreaker with short, wet, dark hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a black telephone receiver with white knuckles while pressing his other hand against steamed glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red, blue, and green neon lights filtering through the glass to cast shifting colored light and shadow on the man's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a single tear visible sliding from the man's tightly closed right eye down his cheek?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603708416223526 + ], + "opposite_logprob_tokens": [ + -1.9103708267211914 + ], + "logprob_reward": -0.1603708416223526, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603708416223526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11603175848722458, + 0.120061956346035, + 0.045844804495573044, + 0.03553447127342224, + 0.0317734070122242, + 0.029620615765452385, + 0.4486878514289856, + 0.046940770000219345, + 0.0532684363424778, + 0.07223590463399887 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.1603708416223526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_5/index_tensor([50, 50])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_5/index_tensor([50, 50])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6683b9799c884077887552a20e8a57edd588bd0d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_5/index_tensor([50, 50])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An ultra-detailed macro close-up opens on a small, vibrantly colored chameleon, A. rhamphespica, clinging to the edge of a vibrant, waxy green leaf, shimmering with tiny dewdrops. The creature's skin is a complex, bumpy mosaic of emerald, turquoise, and ochre, keeping it perfectly clad against the lush foliage. As the camera begins a slow and steady pan to the right, the chameleon's body remains perfectly still, but its left turret-like eye rotates independently with mechanical precision, scanning its surroundings. Suddenly, its focus locks on a tiny, unsuspecting insect hovering nearby. In a breathtaking moment captured in a hyper-realistic, physics-based animation style, the chameleon's long, sticky tongue blasts from its mouth at incredible, almost invisible speeds, the movement emphasized by subtle blur. The muscular, club-like tip snatches the insect from mid-air with decisive accuracy, then swiftly retracts. The entire predation sequence emphasizes the tangible physics of swift, precise movement and action, all set against the backdrop of a dense, sun-dappled jungle.", + "seed": 7484, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_5/index_50_seed_7484_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23887963332235812, + "vlm_logprob": -0.23887963332235812, + "vlm_yes_no_margin": 2.4500000059604643, + "vlm_token_credit": -0.23887963332235812, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036089517176151276 + ], + "opposite_logprob_tokens": [ + -3.6610894203186035 + ], + "logprob_reward": -0.036089517176151276, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.036089517176151276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08164212852716446, + 0.15659339725971222, + 0.06707992404699326, + 0.024737900123000145, + 0.14788667857646942, + 0.05928879231214523, + 0.1112268790602684, + 0.14386171102523804, + 0.07429753243923187, + 0.13338503241539001 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.036089517176151276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016102386638522148 + ], + "opposite_logprob_tokens": [ + -4.141102313995361 + ], + "logprob_reward": -0.016102386638522148, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016102386638522148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09387162327766418, + 0.15247467160224915, + 0.06487774848937988, + 0.12825767695903778, + 0.12285402417182922, + 0.14599047601222992, + 0.05914879962801933, + 0.038994938135147095, + 0.08390199393033981, + 0.10962803661823273 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.016102386638522148 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497686192393303 + ], + "opposite_logprob_tokens": [ + -2.9299769401550293 + ], + "logprob_reward": -0.05497686192393303, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497686192393303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14068599045276642, + 0.050265196710824966, + 0.09788729250431061, + 0.07957934588193893, + 0.15287038683891296, + 0.09831712394952774, + 0.07957533001899719, + 0.046815454959869385, + 0.1743614822626114, + 0.0796424150466919 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.05497686192393303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298409104347229 + ], + "opposite_logprob_tokens": [ + -2.2379841804504395 + ], + "logprob_reward": -0.11298409104347229, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298409104347229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05581624433398247, + 0.07048164308071136, + 0.04221070557832718, + 0.07113048434257507, + 0.1656382977962494, + 0.07470078021287918, + 0.053790803998708725, + 0.0629902184009552, + 0.33612632751464844, + 0.06711450964212418 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.11298409104347229 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742453098297119 + ], + "opposite_logprob_tokens": [ + -0.4742453396320343 + ], + "logprob_reward": -0.9742453098297119, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9742453098297119, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09325183182954788, + 0.12887051701545715, + 0.04536421224474907, + 0.0302055012434721, + 0.13486911356449127, + 0.04572715982794762, + 0.08714836090803146, + 0.0670313835144043, + 0.22979633510112762, + 0.13773559033870697 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.9742453098297119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An ultra-detailed macro close-up opens on a small, vibrantly colored chameleon, A. rhamphespica, clinging to the edge of a vibrant, waxy green leaf, shimmering with tiny dewdrops. The creature's skin is a complex, bumpy mosaic of emerald, turquoise, and ochre, keeping it perfectly clad against the lush foliage. As the camera begins a slow and steady pan to the right, the chameleon's body remains perfectly still, but its left turret-like eye rotates independently with mechanical precision, scanning its surroundings. Suddenly, its focus locks on a tiny, unsuspecting insect hovering nearby. In a breathtaking moment captured in a hyper-realistic, physics-based animation style, the chameleon's long, sticky tongue blasts from its mouth at incredible, almost invisible speeds, the movement emphasized by subtle blur. The muscular, club-like tip snatches the insect from mid-air with decisive accuracy, then swiftly retracts. The entire predation sequence emphasizes the tangible physics of swift, precise movement and action, all set against the backdrop of a dense, sun-dappled jungle.", + "seed": 7485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_5/index_50_seed_7485_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2203271646052599, + "vlm_logprob": -0.2203271646052599, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.2203271646052599, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029210923239588737 + ], + "opposite_logprob_tokens": [ + -4.029211044311523 + ], + "logprob_reward": -0.029210923239588737, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.029210923239588737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1370810568332672, + 0.18520314991474152, + 0.060345880687236786, + 0.06268411129713058, + 0.1279275119304657, + 0.0830022469162941, + 0.08832433074712753, + 0.059124644845724106, + 0.10046118497848511, + 0.09584587067365646 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.029210923239588737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023321382701396942 + ], + "opposite_logprob_tokens": [ + -3.7733213901519775 + ], + "logprob_reward": -0.023321382701396942, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023321382701396942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15878435969352722, + 0.13231316208839417, + 0.1273999959230423, + 0.08107280731201172, + 0.09274253249168396, + 0.034653592854738235, + 0.18301433324813843, + 0.057286858558654785, + 0.060093868523836136, + 0.07263849675655365 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.023321382701396942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308224096894264 + ], + "opposite_logprob_tokens": [ + -3.1680822372436523 + ], + "logprob_reward": -0.04308224096894264, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308224096894264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18085481226444244, + 0.1478281021118164, + 0.10736571252346039, + 0.05170335993170738, + 0.023011552169919014, + 0.06383047252893448, + 0.0886501893401146, + 0.05347158759832382, + 0.1474718600511551, + 0.13581235706806183 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04308224096894264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992092669010162 + ], + "opposite_logprob_tokens": [ + -1.8049209117889404 + ], + "logprob_reward": -0.17992092669010162, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992092669010162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06759662926197052, + 0.12889613211154938, + 0.059532586485147476, + 0.06550527364015579, + 0.041456177830696106, + 0.0546441450715065, + 0.08705563843250275, + 0.040730711072683334, + 0.17689307034015656, + 0.2776896059513092 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.17992092669010162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261003494262695 + ], + "opposite_logprob_tokens": [ + -0.5761003494262695 + ], + "logprob_reward": -0.8261003494262695, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261003494262695, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22876812517642975, + 0.05801830440759659, + 0.06507609784603119, + 0.06736409664154053, + 0.07344984263181686, + 0.06998827308416367, + 0.1137227937579155, + 0.030586497858166695, + 0.19515155255794525, + 0.09787444025278091 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.8261003494262695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An ultra-detailed macro close-up opens on a small, vibrantly colored chameleon, A. rhamphespica, clinging to the edge of a vibrant, waxy green leaf, shimmering with tiny dewdrops. The creature's skin is a complex, bumpy mosaic of emerald, turquoise, and ochre, keeping it perfectly clad against the lush foliage. As the camera begins a slow and steady pan to the right, the chameleon's body remains perfectly still, but its left turret-like eye rotates independently with mechanical precision, scanning its surroundings. Suddenly, its focus locks on a tiny, unsuspecting insect hovering nearby. In a breathtaking moment captured in a hyper-realistic, physics-based animation style, the chameleon's long, sticky tongue blasts from its mouth at incredible, almost invisible speeds, the movement emphasized by subtle blur. The muscular, club-like tip snatches the insect from mid-air with decisive accuracy, then swiftly retracts. The entire predation sequence emphasizes the tangible physics of swift, precise movement and action, all set against the backdrop of a dense, sun-dappled jungle.", + "seed": 7486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_5/index_50_seed_7486_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21273879278451205, + "vlm_logprob": -0.21273879278451205, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.21273879278451205, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0490606315433979 + ], + "opposite_logprob_tokens": [ + -3.299060583114624 + ], + "logprob_reward": -0.0490606315433979, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0490606315433979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07126765698194504, + 0.12939052283763885, + 0.10629461705684662, + 0.058398786932229996, + 0.0598502978682518, + 0.09752859175205231, + 0.07739412039518356, + 0.11145441979169846, + 0.19048282504081726, + 0.097938172519207 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.0490606315433979 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012569610960781574 + ], + "opposite_logprob_tokens": [ + -4.387569427490234 + ], + "logprob_reward": -0.012569610960781574, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012569610960781574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15675653517246246, + 0.09082741290330887, + 0.27410322427749634, + 0.07953085750341415, + 0.045708827674388885, + 0.08318942785263062, + 0.02691780775785446, + 0.0465187132358551, + 0.09779642522335052, + 0.09865079820156097 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.012569610960781574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700497180223465 + ], + "opposite_logprob_tokens": [ + -2.69504976272583 + ], + "logprob_reward": -0.0700497180223465, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700497180223465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09243792295455933, + 0.18310117721557617, + 0.08724523335695267, + 0.09547045081853867, + 0.08376562595367432, + 0.05230191722512245, + 0.07143963128328323, + 0.14995817840099335, + 0.07219430059194565, + 0.1120854839682579 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.0700497180223465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372599184513092 + ], + "opposite_logprob_tokens": [ + -3.4087259769439697 + ], + "logprob_reward": -0.03372599184513092, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372599184513092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06501171737909317, + 0.1028008982539177, + 0.05231289193034172, + 0.018140962347388268, + 0.023951413109898567, + 0.04044143483042717, + 0.12682683765888214, + 0.05604507029056549, + 0.08550375699996948, + 0.4289649724960327 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.03372599184513092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982880115509033 + ], + "opposite_logprob_tokens": [ + -0.5232880115509033 + ], + "logprob_reward": -0.8982880115509033, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982880115509033, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06618577241897583, + 0.24364373087882996, + 0.04760297015309334, + 0.04570956900715828, + 0.08671345561742783, + 0.060035597532987595, + 0.19242095947265625, + 0.05259666219353676, + 0.05033298209309578, + 0.15475833415985107 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.8982880115509033 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An ultra-detailed macro close-up opens on a small, vibrantly colored chameleon, A. rhamphespica, clinging to the edge of a vibrant, waxy green leaf, shimmering with tiny dewdrops. The creature's skin is a complex, bumpy mosaic of emerald, turquoise, and ochre, keeping it perfectly clad against the lush foliage. As the camera begins a slow and steady pan to the right, the chameleon's body remains perfectly still, but its left turret-like eye rotates independently with mechanical precision, scanning its surroundings. Suddenly, its focus locks on a tiny, unsuspecting insect hovering nearby. In a breathtaking moment captured in a hyper-realistic, physics-based animation style, the chameleon's long, sticky tongue blasts from its mouth at incredible, almost invisible speeds, the movement emphasized by subtle blur. The muscular, club-like tip snatches the insect from mid-air with decisive accuracy, then swiftly retracts. The entire predation sequence emphasizes the tangible physics of swift, precise movement and action, all set against the backdrop of a dense, sun-dappled jungle.", + "seed": 7487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_5/index_50_seed_7487_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23234753459692, + "vlm_logprob": -0.23234753459692, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.23234753459692, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09126637130975723 + ], + "opposite_logprob_tokens": [ + -2.591266393661499 + ], + "logprob_reward": -0.09126637130975723, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09126637130975723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0733090341091156, + 0.257321834564209, + 0.35686880350112915, + 0.028897298499941826, + 0.018032077699899673, + 0.03278336301445961, + 0.06468172371387482, + 0.0415300652384758, + 0.07834578305482864, + 0.04823002591729164 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.09126637130975723 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020627383142709732 + ], + "opposite_logprob_tokens": [ + -3.895627498626709 + ], + "logprob_reward": -0.020627383142709732, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020627383142709732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0805000364780426, + 0.10428362339735031, + 0.0885472297668457, + 0.07333767414093018, + 0.07969751954078674, + 0.12438813596963882, + 0.11769536137580872, + 0.06410680711269379, + 0.20150403678417206, + 0.06593958288431168 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.020627383142709732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498916283249855 + ], + "opposite_logprob_tokens": [ + -2.9299890995025635 + ], + "logprob_reward": -0.05498916283249855, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498916283249855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04897457733750343, + 0.20150481164455414, + 0.09171513468027115, + 0.07599655538797379, + 0.05271480232477188, + 0.05327700451016426, + 0.03215876221656799, + 0.13551554083824158, + 0.2638559937477112, + 0.04428679496049881 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.05498916283249855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060437947511673 + ], + "opposite_logprob_tokens": [ + -3.895604372024536 + ], + "logprob_reward": -0.02060437947511673, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060437947511673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027702225372195244, + 0.28453150391578674, + 0.07702934741973877, + 0.0238227266818285, + 0.0358087420463562, + 0.11306022107601166, + 0.02771241031587124, + 0.0528034083545208, + 0.31668606400489807, + 0.040843285620212555 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.02060437947511673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as an ultra-detailed macro close-up of a small chameleon (A. rhamphespica)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the chameleon's skin a complex, bumpy mosaic of emerald, turquoise, and ochre colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's left turret-like eye rotate independently while its body remains still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the chameleon's long, sticky tongue blast out to snatch a tiny insect from mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera performing a slow and steady pan to the right during the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742503762245178 + ], + "opposite_logprob_tokens": [ + -0.4742503762245178 + ], + "logprob_reward": -0.9742503762245178, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742503762245178, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06268458813428879, + 0.28472471237182617, + 0.12641829252243042, + 0.0849279835820198, + 0.07454581558704376, + 0.05244186893105507, + 0.1065293550491333, + 0.05333152413368225, + 0.09937185794115067, + 0.05502404272556305 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.9742503762245178 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_6/index_tensor([1272, 1272])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_6/index_tensor([1272, 1272])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..94d7532fd44f2279d2a6a4b1c9d87df111c3c34e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_6/index_tensor([1272, 1272])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a world constructed entirely from the style of a children's picture book, a long, smooth, horizontal tracking shot, held horizontally, slowly follows and records a strange scene. The background is painted with soft watercolor brushstrokes: a vibrant green meadow, the sky a pure pale blue dotted with cotton candy-like white clouds, and in the distance, lollipop-shaped trees and a small, slightly crooked red barn. The subject of the scene is an athlete whose figure seems out of place. He is unusually tall and slender, dressed in a classic, slightly tight black tailcoat and crisp white breeches, his top hat tilted to one side. He rides atop a small, cream-colored Shetland pony with a chubby belly. The pony's fluffy mane is particularly adorable, and the miniature saddle and bridle set only emphasize the stark contrast between the two. The athlete clumsily yet intensely focusedly attempts dressage moves, striving to maintain an elegant riding position. His overly long legs nearly touch the ground, and his arms occasionally stretch awkwardly to his sides for balance. He carefully tugs on the reins, attempting to guide the pony into a smooth circle. The pony patiently cooperates, taking short, eager steps and occasionally tossing its head, as if perplexed by the instructions of the large passenger on its back. The scene, free of complex shadows and illuminated by even, bright lighting, boasts saturated colors and a flattened visual palette, creating an atmosphere that is both comical and deeply heartwarming, imbued with innocent joy.", + "seed": 19151, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_6/index_1272_seed_19151_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04486823551123962, + "vlm_logprob": -0.04486823551123962, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.04486823551123962, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00500900624319911 + ], + "opposite_logprob_tokens": [ + -5.505009174346924 + ], + "logprob_reward": -0.00500900624319911, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00500900624319911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22339607775211334, + 0.04039471969008446, + 0.18017923831939697, + 0.045294005423784256, + 0.04581046476960182, + 0.11707581579685211, + 0.11192473769187927, + 0.1332285851240158, + 0.0732274204492569, + 0.0294689629226923 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.00500900624319911 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006368515896610916 + ], + "opposite_logprob_tokens": [ + -7.375637054443359 + ], + "logprob_reward": -0.0006368515896610916, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006368515896610916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18194672465324402, + 0.13532236218452454, + 0.19056549668312073, + 0.053701579570770264, + 0.11887333542108536, + 0.0770801231265068, + 0.08009105920791626, + 0.06832841038703918, + 0.05287709832191467, + 0.041213877499103546 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0006368515896610916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635184537619352 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635184537619352, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635184537619352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20750997960567474, + 0.03034226968884468, + 0.1757720559835434, + 0.09109923243522644, + 0.06134779751300812, + 0.17381615936756134, + 0.0457187183201313, + 0.020156877115368843, + 0.17818836867809296, + 0.01604856178164482 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.004635184537619352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533940374851227 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012533940374851227, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533940374851227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20014826953411102, + 0.0773853287100792, + 0.164875328540802, + 0.11953822523355484, + 0.10678567737340927, + 0.08121334761381149, + 0.0662132278084755, + 0.05013279989361763, + 0.09171140938997269, + 0.04199643433094025 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.012533940374851227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015261948108673 + ], + "opposite_logprob_tokens": [ + -1.701526165008545 + ], + "logprob_reward": -0.2015261948108673, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015261948108673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1077282726764679, + 0.0499340184032917, + 0.07209731638431549, + 0.18875430524349213, + 0.1797865778207779, + 0.21500784158706665, + 0.06180700287222862, + 0.05609801039099693, + 0.03514562547206879, + 0.03364105522632599 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.2015261948108673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a world constructed entirely from the style of a children's picture book, a long, smooth, horizontal tracking shot, held horizontally, slowly follows and records a strange scene. The background is painted with soft watercolor brushstrokes: a vibrant green meadow, the sky a pure pale blue dotted with cotton candy-like white clouds, and in the distance, lollipop-shaped trees and a small, slightly crooked red barn. The subject of the scene is an athlete whose figure seems out of place. He is unusually tall and slender, dressed in a classic, slightly tight black tailcoat and crisp white breeches, his top hat tilted to one side. He rides atop a small, cream-colored Shetland pony with a chubby belly. The pony's fluffy mane is particularly adorable, and the miniature saddle and bridle set only emphasize the stark contrast between the two. The athlete clumsily yet intensely focusedly attempts dressage moves, striving to maintain an elegant riding position. His overly long legs nearly touch the ground, and his arms occasionally stretch awkwardly to his sides for balance. He carefully tugs on the reins, attempting to guide the pony into a smooth circle. The pony patiently cooperates, taking short, eager steps and occasionally tossing its head, as if perplexed by the instructions of the large passenger on its back. The scene, free of complex shadows and illuminated by even, bright lighting, boasts saturated colors and a flattened visual palette, creating an atmosphere that is both comical and deeply heartwarming, imbued with innocent joy.", + "seed": 19152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_6/index_1272_seed_19152_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028987296554259957, + "vlm_logprob": -0.028987296554259957, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.028987296554259957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004171717446297407 + ], + "opposite_logprob_tokens": [ + -5.629171848297119 + ], + "logprob_reward": -0.004171717446297407, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004171717446297407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15447691082954407, + 0.17027190327644348, + 0.11956088244915009, + 0.07849859446287155, + 0.058675892651081085, + 0.041701480746269226, + 0.06165546551346779, + 0.1130322739481926, + 0.05710512399673462, + 0.1450214385986328 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.004171717446297407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000723576988093555 + ], + "opposite_logprob_tokens": [ + -7.250723361968994 + ], + "logprob_reward": -0.000723576988093555, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.000723576988093555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13034141063690186, + 0.3833819329738617, + 0.09268564730882645, + 0.054589830338954926, + 0.0396403968334198, + 0.05356191471219063, + 0.03665224462747574, + 0.03577296808362007, + 0.10192574560642242, + 0.07144786417484283 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.000723576988093555 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074387468397617 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074387468397617, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074387468397617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15023711323738098, + 0.10691039264202118, + 0.1859062910079956, + 0.0571863166987896, + 0.042669571936130524, + 0.07036150246858597, + 0.03815067186951637, + 0.05669930577278137, + 0.09318346530199051, + 0.1986953467130661 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.011074387468397617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30674654245376587, + 0.09026308357715607, + 0.1671980321407318, + 0.06236744299530983, + 0.08721193671226501, + 0.03152769058942795, + 0.032811764627695084, + 0.06412055343389511, + 0.09256956726312637, + 0.0651833638548851 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289902031421661 + ], + "opposite_logprob_tokens": [ + -2.2378990650177 + ], + "logprob_reward": -0.11289902031421661, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289902031421661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16646097600460052, + 0.06012456864118576, + 0.08779577910900116, + 0.11620544642210007, + 0.06200472265481949, + 0.05316296964883804, + 0.07125035673379898, + 0.1810874044895172, + 0.11097633093595505, + 0.09093143790960312 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.11289902031421661 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a world constructed entirely from the style of a children's picture book, a long, smooth, horizontal tracking shot, held horizontally, slowly follows and records a strange scene. The background is painted with soft watercolor brushstrokes: a vibrant green meadow, the sky a pure pale blue dotted with cotton candy-like white clouds, and in the distance, lollipop-shaped trees and a small, slightly crooked red barn. The subject of the scene is an athlete whose figure seems out of place. He is unusually tall and slender, dressed in a classic, slightly tight black tailcoat and crisp white breeches, his top hat tilted to one side. He rides atop a small, cream-colored Shetland pony with a chubby belly. The pony's fluffy mane is particularly adorable, and the miniature saddle and bridle set only emphasize the stark contrast between the two. The athlete clumsily yet intensely focusedly attempts dressage moves, striving to maintain an elegant riding position. His overly long legs nearly touch the ground, and his arms occasionally stretch awkwardly to his sides for balance. He carefully tugs on the reins, attempting to guide the pony into a smooth circle. The pony patiently cooperates, taking short, eager steps and occasionally tossing its head, as if perplexed by the instructions of the large passenger on its back. The scene, free of complex shadows and illuminated by even, bright lighting, boasts saturated colors and a flattened visual palette, creating an atmosphere that is both comical and deeply heartwarming, imbued with innocent joy.", + "seed": 19153, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_6/index_1272_seed_19153_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.041256690537557004, + "vlm_logprob": -0.041256690537557004, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.041256690537557004, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003819552715867758 + ], + "opposite_logprob_tokens": [ + -6.003819465637207 + ], + "logprob_reward": -0.003819552715867758, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.003819552715867758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21786203980445862, + 0.15109191834926605, + 0.04970100149512291, + 0.0685514435172081, + 0.10458865761756897, + 0.04818152263760567, + 0.103203184902668, + 0.14186465740203857, + 0.037908077239990234, + 0.07704751193523407 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.003819552715867758 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000821014866232872 + ], + "opposite_logprob_tokens": [ + -7.125821113586426 + ], + "logprob_reward": -0.000821014866232872, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.000821014866232872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.245976060628891, + 0.16602253913879395, + 0.04394777491688728, + 0.1164729967713356, + 0.0586470365524292, + 0.04501877725124359, + 0.04590766131877899, + 0.07734906673431396, + 0.09642954170703888, + 0.10422852635383606 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.000821014866232872 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036171742249280214 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036171742249280214, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036171742249280214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22170718014240265, + 0.12657873332500458, + 0.055336784571409225, + 0.25134187936782837, + 0.1155865415930748, + 0.03236449882388115, + 0.04550069943070412, + 0.0336485430598259, + 0.028812527656555176, + 0.08912266045808792 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0036171742249280214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182270228862762 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182270228862762, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182270228862762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23926912248134613, + 0.06824088841676712, + 0.037064410746097565, + 0.10616611689329147, + 0.04979999363422394, + 0.06362470239400864, + 0.07629123330116272, + 0.12028926610946655, + 0.11002583056688309, + 0.12922842800617218 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.018182270228862762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984344065189362 + ], + "opposite_logprob_tokens": [ + -1.8048434257507324 + ], + "logprob_reward": -0.17984344065189362, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984344065189362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13930293917655945, + 0.09892833977937698, + 0.08200051635503769, + 0.08502398431301117, + 0.06942616403102875, + 0.09984443336725235, + 0.06873524934053421, + 0.06235621124505997, + 0.2139870971441269, + 0.08039505779743195 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.17984344065189362 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a world constructed entirely from the style of a children's picture book, a long, smooth, horizontal tracking shot, held horizontally, slowly follows and records a strange scene. The background is painted with soft watercolor brushstrokes: a vibrant green meadow, the sky a pure pale blue dotted with cotton candy-like white clouds, and in the distance, lollipop-shaped trees and a small, slightly crooked red barn. The subject of the scene is an athlete whose figure seems out of place. He is unusually tall and slender, dressed in a classic, slightly tight black tailcoat and crisp white breeches, his top hat tilted to one side. He rides atop a small, cream-colored Shetland pony with a chubby belly. The pony's fluffy mane is particularly adorable, and the miniature saddle and bridle set only emphasize the stark contrast between the two. The athlete clumsily yet intensely focusedly attempts dressage moves, striving to maintain an elegant riding position. His overly long legs nearly touch the ground, and his arms occasionally stretch awkwardly to his sides for balance. He carefully tugs on the reins, attempting to guide the pony into a smooth circle. The pony patiently cooperates, taking short, eager steps and occasionally tossing its head, as if perplexed by the instructions of the large passenger on its back. The scene, free of complex shadows and illuminated by even, bright lighting, boasts saturated colors and a flattened visual palette, creating an atmosphere that is both comical and deeply heartwarming, imbued with innocent joy.", + "seed": 19154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_6/index_1272_seed_19154_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04316486960742623, + "vlm_logprob": -0.04316486960742623, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.04316486960742623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019350914284586906 + ], + "opposite_logprob_tokens": [ + -4.019351005554199 + ], + "logprob_reward": -0.019350914284586906, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019350914284586906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.272385835647583, + 0.08501003682613373, + 0.13291406631469727, + 0.22726388275623322, + 0.045898713171482086, + 0.03364759683609009, + 0.04452858865261078, + 0.016450265422463417, + 0.10132364183664322, + 0.04057736694812775 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.019350914284586906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019444384379312396 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019444384379312396, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019444384379312396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25386255979537964, + 0.1575605720281601, + 0.05864081531763077, + 0.08400140702724457, + 0.055777426809072495, + 0.040825847536325455, + 0.08266584575176239, + 0.05136924609541893, + 0.1805521845817566, + 0.03474411740899086 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0019444384379312396 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613254288211465 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613254288211465, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613254288211465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22209808230400085, + 0.10395547747612, + 0.091484434902668, + 0.07346433401107788, + 0.07524843513965607, + 0.16414368152618408, + 0.09025189280509949, + 0.04505282640457153, + 0.09353281557559967, + 0.04076799377799034 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.003613254288211465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070497334003448 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.011070497334003448, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070497334003448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2125278115272522, + 0.06793253868818283, + 0.061792418360710144, + 0.14733123779296875, + 0.11946787685155869, + 0.049631308764219284, + 0.0592610165476799, + 0.07449815422296524, + 0.17266032099723816, + 0.03489728271961212 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.011070497334003448 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a children's picture book style with soft watercolor brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a vibrant green meadow with a pale blue sky and lollipop-shaped trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a tall, slender athlete in a black tailcoat and white breeches riding a small cream-colored Shetland pony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the athlete attempting dressage moves, such as guiding the pony in a circle while maintaining an elegant riding position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera executing a long, smooth, horizontal tracking shot that follows the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984524369239807 + ], + "opposite_logprob_tokens": [ + -1.8048452138900757 + ], + "logprob_reward": -0.17984524369239807, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984524369239807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1385418027639389, + 0.054233353585004807, + 0.05078686773777008, + 0.21628715097904205, + 0.07207425683736801, + 0.040262527763843536, + 0.08434223383665085, + 0.08001500368118286, + 0.22930443286895752, + 0.03415238484740257 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.17984524369239807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_7/index_tensor([3602, 3602])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_7/index_tensor([3602, 3602])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..92f994715094fb0fc4253963584d2ac29d55aa6c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_7/index_tensor([3602, 3602])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, tilted slowly downward from a high angle, captures a scene of shimmering, crystal-clear snowflakes drifting down like feathers. These flakes silently blanket the iconic eaves of an ancient temple. A thin layer of snow has accumulated on the dark gray glazed tiles, beneath which a faint glimpse of dark green moss, left by time, can be seen. As the camera zooms in, the snowflakes gently touch the cold tiles, gradually piling up to form a soft, pure white blanket, softening the outline of the eaves. Against the backdrop of a gloomy sky and several ancient snow-laden pines in the temple courtyard, the world is bathed in a soft, even, diffuse light, devoid of any harsh shadows. The image, dominated by a cool palette of pure white and dark gray, creates an atmosphere of profound tranquility, solemnity, and poetry, as if time has stood still at this moment, imbued with a sense of historical depth.", + "seed": 21851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_7/index_3602_seed_21851_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11101021245121956, + "vlm_logprob": -0.11101021245121956, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.11101021245121956, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18469937145709991 + ], + "opposite_logprob_tokens": [ + -1.8096994161605835 + ], + "logprob_reward": -0.18469937145709991, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18469937145709991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33407819271087646, + 0.15018309652805328, + 0.20348747074604034, + 0.06124608591198921, + 0.028375335037708282, + 0.05195298790931702, + 0.040930379182100296, + 0.024140087887644768, + 0.06804966181516647, + 0.0375567227602005 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.18469937145709991 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22565780580043793 + ], + "opposite_logprob_tokens": [ + -1.6006578207015991 + ], + "logprob_reward": -0.22565780580043793, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22565780580043793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6636686325073242, + 0.03658584505319595, + 0.08411235362291336, + 0.04175184667110443, + 0.01761431060731411, + 0.0631314218044281, + 0.028460519388318062, + 0.02290017530322075, + 0.024132300168275833, + 0.017642514780163765 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.22565780580043793 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905898034572601 + ], + "opposite_logprob_tokens": [ + -2.4640588760375977 + ], + "logprob_reward": -0.08905898034572601, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905898034572601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24965469539165497, + 0.0620400570333004, + 0.36001911759376526, + 0.03579776734113693, + 0.016481252387166023, + 0.06391869485378265, + 0.0868254005908966, + 0.054338883608579636, + 0.05068947747349739, + 0.02023465372622013 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.08905898034572601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556660920381546 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556660920381546, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556660920381546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5498466491699219, + 0.01724453829228878, + 0.117966428399086, + 0.02624405547976494, + 0.026636986061930656, + 0.04508015140891075, + 0.07619456201791763, + 0.05112370103597641, + 0.07093140482902527, + 0.01873149164021015 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.012556660920381546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307824373245239 + ], + "opposite_logprob_tokens": [ + -3.1680781841278076 + ], + "logprob_reward": -0.04307824373245239, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307824373245239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7659496068954468, + 0.013071480207145214, + 0.02767283469438553, + 0.020054884254932404, + 0.035584330558776855, + 0.07213475555181503, + 0.017804931849241257, + 0.014024661853909492, + 0.019887564703822136, + 0.013814969919621944 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.04307824373245239 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, tilted slowly downward from a high angle, captures a scene of shimmering, crystal-clear snowflakes drifting down like feathers. These flakes silently blanket the iconic eaves of an ancient temple. A thin layer of snow has accumulated on the dark gray glazed tiles, beneath which a faint glimpse of dark green moss, left by time, can be seen. As the camera zooms in, the snowflakes gently touch the cold tiles, gradually piling up to form a soft, pure white blanket, softening the outline of the eaves. Against the backdrop of a gloomy sky and several ancient snow-laden pines in the temple courtyard, the world is bathed in a soft, even, diffuse light, devoid of any harsh shadows. The image, dominated by a cool palette of pure white and dark gray, creates an atmosphere of profound tranquility, solemnity, and poetry, as if time has stood still at this moment, imbued with a sense of historical depth.", + "seed": 21852, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_7/index_3602_seed_21852_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0656008580699563, + "vlm_logprob": -0.0656008580699563, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.0656008580699563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08168340474367142 + ], + "opposite_logprob_tokens": [ + -2.581683397293091 + ], + "logprob_reward": -0.08168340474367142, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08168340474367142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16819892823696136, + 0.07129736244678497, + 0.2249554693698883, + 0.048031389713287354, + 0.3166525363922119, + 0.024156000465154648, + 0.05630280077457428, + 0.04088563099503517, + 0.01382631715387106, + 0.035693537443876266 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.08168340474367142 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159772038459778 + ], + "opposite_logprob_tokens": [ + -1.7015976905822754 + ], + "logprob_reward": -0.20159772038459778, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159772038459778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15785978734493256, + 0.07255427539348602, + 0.4215371012687683, + 0.02307741902768612, + 0.05927404388785362, + 0.06942325085401535, + 0.05511064454913139, + 0.018733670935034752, + 0.06806524097919464, + 0.05436456948518753 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.20159772038459778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192337825894356 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192337825894356, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192337825894356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0965898334980011, + 0.08360422402620316, + 0.07779169827699661, + 0.07900822907686234, + 0.36249518394470215, + 0.052755434066057205, + 0.04635128378868103, + 0.04222333803772926, + 0.040193673223257065, + 0.118987075984478 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.018192337825894356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952606908977032 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952606908977032, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952606908977032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09536369889974594, + 0.055195584893226624, + 0.0980541929602623, + 0.026369981467723846, + 0.4163331687450409, + 0.060755979269742966, + 0.083341583609581, + 0.04310832545161247, + 0.041008979082107544, + 0.08046848326921463 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.005952606908977032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057822048664093 + ], + "opposite_logprob_tokens": [ + -3.895578145980835 + ], + "logprob_reward": -0.02057822048664093, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057822048664093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17417627573013306, + 0.052930183708667755, + 0.21158123016357422, + 0.020338861271739006, + 0.3278828561306, + 0.029243554919958115, + 0.03910919651389122, + 0.047912370413541794, + 0.027695735916495323, + 0.06912977248430252 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.02057822048664093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, tilted slowly downward from a high angle, captures a scene of shimmering, crystal-clear snowflakes drifting down like feathers. These flakes silently blanket the iconic eaves of an ancient temple. A thin layer of snow has accumulated on the dark gray glazed tiles, beneath which a faint glimpse of dark green moss, left by time, can be seen. As the camera zooms in, the snowflakes gently touch the cold tiles, gradually piling up to form a soft, pure white blanket, softening the outline of the eaves. Against the backdrop of a gloomy sky and several ancient snow-laden pines in the temple courtyard, the world is bathed in a soft, even, diffuse light, devoid of any harsh shadows. The image, dominated by a cool palette of pure white and dark gray, creates an atmosphere of profound tranquility, solemnity, and poetry, as if time has stood still at this moment, imbued with a sense of historical depth.", + "seed": 21853, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_7/index_3602_seed_21853_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09008848518133164, + "vlm_logprob": -0.09008848518133164, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.09008848518133164, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04437657445669174 + ], + "opposite_logprob_tokens": [ + -3.1693766117095947 + ], + "logprob_reward": -0.04437657445669174, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04437657445669174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10930372029542923, + 0.05360976234078407, + 0.10095548629760742, + 0.050785522907972336, + 0.2969116270542145, + 0.04096854105591774, + 0.2865300178527832, + 0.015463493764400482, + 0.015913544222712517, + 0.029558254405856133 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.04437657445669174 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129729151725769 + ], + "opposite_logprob_tokens": [ + -2.2379729747772217 + ], + "logprob_reward": -0.1129729151725769, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129729151725769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12019671499729156, + 0.2633002698421478, + 0.02329779602587223, + 0.05323980376124382, + 0.4605814218521118, + 0.004670100752264261, + 0.04283853620290756, + 0.01477984618395567, + 0.006201623938977718, + 0.010893850587308407 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.1129729151725769 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558188438415527 + ], + "opposite_logprob_tokens": [ + -1.6005818843841553 + ], + "logprob_reward": -0.22558188438415527, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558188438415527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10941722989082336, + 0.18175725638866425, + 0.05680256709456444, + 0.06603948771953583, + 0.26891836524009705, + 0.05191384255886078, + 0.04155687242746353, + 0.04267144948244095, + 0.16101154685020447, + 0.01991138607263565 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.22558188438415527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2758641839027405, + 0.0459173209965229, + 0.1615201085805893, + 0.048831142485141754, + 0.18962311744689941, + 0.10325603932142258, + 0.038188543170690536, + 0.05469126254320145, + 0.05806797742843628, + 0.024040350690484047 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496027693152428 + ], + "opposite_logprob_tokens": [ + -2.929960250854492 + ], + "logprob_reward": -0.05496027693152428, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496027693152428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1185537800192833, + 0.020039819180965424, + 0.18822969496250153, + 0.061399541795253754, + 0.20768257975578308, + 0.12407027184963226, + 0.2669017016887665, + 0.0034495070576667786, + 0.0031024347990751266, + 0.006570673547685146 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.05496027693152428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, tilted slowly downward from a high angle, captures a scene of shimmering, crystal-clear snowflakes drifting down like feathers. These flakes silently blanket the iconic eaves of an ancient temple. A thin layer of snow has accumulated on the dark gray glazed tiles, beneath which a faint glimpse of dark green moss, left by time, can be seen. As the camera zooms in, the snowflakes gently touch the cold tiles, gradually piling up to form a soft, pure white blanket, softening the outline of the eaves. Against the backdrop of a gloomy sky and several ancient snow-laden pines in the temple courtyard, the world is bathed in a soft, even, diffuse light, devoid of any harsh shadows. The image, dominated by a cool palette of pure white and dark gray, creates an atmosphere of profound tranquility, solemnity, and poetry, as if time has stood still at this moment, imbued with a sense of historical depth.", + "seed": 21854, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_7/index_3602_seed_21854_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06766919605433941, + "vlm_logprob": -0.06766919605433941, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06766919605433941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03151213005185127 + ], + "opposite_logprob_tokens": [ + -3.5315120220184326 + ], + "logprob_reward": -0.03151213005185127, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03151213005185127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4559372663497925, + 0.020672276616096497, + 0.022871479392051697, + 0.3324979841709137, + 0.014886442571878433, + 0.016707897186279297, + 0.060340527445077896, + 0.010490971617400646, + 0.022133218124508858, + 0.043461963534355164 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.03151213005185127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993725836277008 + ], + "opposite_logprob_tokens": [ + -1.8049372434616089 + ], + "logprob_reward": -0.17993725836277008, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993725836277008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7312180399894714, + 0.08819487690925598, + 0.02056790143251419, + 0.07782624661922455, + 0.012286743149161339, + 0.016136379912495613, + 0.026305224746465683, + 0.007451139856129885, + 0.012164613232016563, + 0.007848790846765041 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.17993725836277008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899615913629532 + ], + "opposite_logprob_tokens": [ + -2.578996181488037 + ], + "logprob_reward": -0.07899615913629532, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899615913629532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6704739332199097, + 0.12514318525791168, + 0.011606833897531033, + 0.06764042377471924, + 0.046741679310798645, + 0.009974430315196514, + 0.008223169483244419, + 0.01882605068385601, + 0.020279482007026672, + 0.02109084650874138 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07899615913629532 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790970012545586 + ], + "opposite_logprob_tokens": [ + -4.634790897369385 + ], + "logprob_reward": -0.009790970012545586, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790970012545586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7894349694252014, + 0.024317225441336632, + 0.012635652907192707, + 0.029317272827029228, + 0.00946873426437378, + 0.00727850990369916, + 0.015045979991555214, + 0.019779009744524956, + 0.058192454278469086, + 0.034530166536569595 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.009790970012545586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene dominated by a cool palette of pure white and dark gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are shimmering, crystal-clear snowflakes visible drifting down like feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera initially positioned at a high angle and tilted slowly downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera zoom in as the snowflakes pile up on the dark gray glazed tiles of the temple eaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, even, and diffuse with no harsh shadows against a gloomy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810946270823479 + ], + "opposite_logprob_tokens": [ + -3.288109540939331 + ], + "logprob_reward": -0.03810946270823479, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810946270823479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7983319759368896, + 0.0428493358194828, + 0.021827848628163338, + 0.06631077826023102, + 0.004619618412107229, + 0.02741720899939537, + 0.004483341239392757, + 0.003190138842910528, + 0.023131724447011948, + 0.007838123477995396 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03810946270823479 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_8/index_tensor([9323, 9323])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_8/index_tensor([9323, 9323])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b057bfdaa31d6a4faf9858c850032f8b3bc71226 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_8/index_tensor([9323, 9323])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a tight, slightly overhead close-up shot in the vein of Steve McCurry's photography, a hand, its skin marked by age but its knuckles distinct, steadily grips a classic black fountain pen, its barrel reflecting a restrained luster in the warm light. The pen's polished gold nib smoothly and deliberately traces across a sheet of thick, cream-colored stationery, its edges naturally yellowed by age, leaving behind a rich, saturated dark blue ink. The ink seeps gently into the paper's fibers upon contact, creating a tangible texture. The entire image is bathed in a single, warm light source from the side, like a late afternoon desk lamp, casting soft highlights on the hand's knuckles and the metal of the pen barrel, while casting deep, layered shadows across the dark wooden surface. The richness of color is the soul of this scene. The warm tones of the yellowed paper and the cool tones of the dark blue ink form a strong and harmonious visual contrast, together creating a story-telling, tranquil and focused atmosphere, as if recording a long-forgotten memory or a letter of extraordinary significance.", + "seed": 9503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_8/index_9323_seed_9503_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07358236182481051, + "vlm_logprob": -0.07358236182481051, + "vlm_yes_no_margin": 3.7249999761581423, + "vlm_token_credit": -0.07358236182481051, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010844345204532146 + ], + "opposite_logprob_tokens": [ + -4.7608442306518555 + ], + "logprob_reward": -0.010844345204532146, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010844345204532146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12906786799430847, + 0.06518082320690155, + 0.06726116687059402, + 0.06201553717255592, + 0.09317164868116379, + 0.06025298312306404, + 0.08631410449743271, + 0.10485135018825531, + 0.07988331466913223, + 0.25200125575065613 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.010844345204532146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14286886155605316 + ], + "opposite_logprob_tokens": [ + -2.017868757247925 + ], + "logprob_reward": -0.14286886155605316, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14286886155605316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16140124201774597, + 0.08307775855064392, + 0.06270661950111389, + 0.046355072408914566, + 0.2544533312320709, + 0.030025167390704155, + 0.07777249813079834, + 0.05135386437177658, + 0.021782398223876953, + 0.21107207238674164 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.14286886155605316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786365553736687 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786365553736687, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786365553736687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14213894307613373, + 0.08828344941139221, + 0.24286401271820068, + 0.020206881687045097, + 0.0895344689488411, + 0.05512530356645584, + 0.13815395534038544, + 0.13988640904426575, + 0.03669204190373421, + 0.04711451381444931 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.009786365553736687 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159274339675903 + ], + "opposite_logprob_tokens": [ + -1.7015926837921143 + ], + "logprob_reward": -0.20159274339675903, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159274339675903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09663345664739609, + 0.16805867850780487, + 0.07941338419914246, + 0.06106634438037872, + 0.0700419619679451, + 0.07264447212219238, + 0.056588541716337204, + 0.15118514001369476, + 0.050372298806905746, + 0.19399568438529968 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.20159274339675903 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028194934129714966 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.0028194934129714966, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028194934129714966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22384889423847198, + 0.1356445699930191, + 0.044407472014427185, + 0.04210914671421051, + 0.14990827441215515, + 0.0457344688475132, + 0.03285297006368637, + 0.045026589184999466, + 0.1226552426815033, + 0.1578124314546585 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0028194934129714966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a tight, slightly overhead close-up shot in the vein of Steve McCurry's photography, a hand, its skin marked by age but its knuckles distinct, steadily grips a classic black fountain pen, its barrel reflecting a restrained luster in the warm light. The pen's polished gold nib smoothly and deliberately traces across a sheet of thick, cream-colored stationery, its edges naturally yellowed by age, leaving behind a rich, saturated dark blue ink. The ink seeps gently into the paper's fibers upon contact, creating a tangible texture. The entire image is bathed in a single, warm light source from the side, like a late afternoon desk lamp, casting soft highlights on the hand's knuckles and the metal of the pen barrel, while casting deep, layered shadows across the dark wooden surface. The richness of color is the soul of this scene. The warm tones of the yellowed paper and the cool tones of the dark blue ink form a strong and harmonious visual contrast, together creating a story-telling, tranquil and focused atmosphere, as if recording a long-forgotten memory or a letter of extraordinary significance.", + "seed": 9504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_8/index_9323_seed_9504_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02613959414884448, + "vlm_logprob": -0.02613959414884448, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.02613959414884448, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011459952220320702 + ], + "opposite_logprob_tokens": [ + -4.761459827423096 + ], + "logprob_reward": -0.011459952220320702, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011459952220320702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14878784120082855, + 0.14019738137722015, + 0.03198044374585152, + 0.029806800186634064, + 0.04188752919435501, + 0.03673833608627319, + 0.03794741630554199, + 0.02665286883711815, + 0.03298241272568703, + 0.473019003868103 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.011459952220320702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062060609459877014 + ], + "opposite_logprob_tokens": [ + -2.812060594558716 + ], + "logprob_reward": -0.062060609459877014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062060609459877014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.165146604180336, + 0.17407706379890442, + 0.04431546851992607, + 0.040909864008426666, + 0.08238111436367035, + 0.039691440761089325, + 0.06546473503112793, + 0.10237057507038116, + 0.05370992794632912, + 0.23193320631980896 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.062060609459877014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800403863191605 + ], + "opposite_logprob_tokens": [ + -3.5298004150390625 + ], + "logprob_reward": -0.029800403863191605, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800403863191605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18150292336940765, + 0.14014749228954315, + 0.23164288699626923, + 0.10633864253759384, + 0.09556178003549576, + 0.028774430975317955, + 0.030178170651197433, + 0.04590810090303421, + 0.031641192734241486, + 0.10830441117286682 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.029800403863191605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283997550606728 + ], + "opposite_logprob_tokens": [ + -3.7732839584350586 + ], + "logprob_reward": -0.023283997550606728, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283997550606728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11709427833557129, + 0.4647575616836548, + 0.044193219393491745, + 0.03845718875527382, + 0.1013939157128334, + 0.05302595719695091, + 0.028485022485256195, + 0.06729595363140106, + 0.0090715941041708, + 0.07622531801462173 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.023283997550606728 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093007650226355 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093007650226355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093007650226355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09646949917078018, + 0.15457195043563843, + 0.024165332317352295, + 0.0208936408162117, + 0.10019954293966293, + 0.025481542572379112, + 0.0329141728579998, + 0.026215873658657074, + 0.008398596197366714, + 0.5106898546218872 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.004093007650226355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a tight, slightly overhead close-up shot in the vein of Steve McCurry's photography, a hand, its skin marked by age but its knuckles distinct, steadily grips a classic black fountain pen, its barrel reflecting a restrained luster in the warm light. The pen's polished gold nib smoothly and deliberately traces across a sheet of thick, cream-colored stationery, its edges naturally yellowed by age, leaving behind a rich, saturated dark blue ink. The ink seeps gently into the paper's fibers upon contact, creating a tangible texture. The entire image is bathed in a single, warm light source from the side, like a late afternoon desk lamp, casting soft highlights on the hand's knuckles and the metal of the pen barrel, while casting deep, layered shadows across the dark wooden surface. The richness of color is the soul of this scene. The warm tones of the yellowed paper and the cool tones of the dark blue ink form a strong and harmonious visual contrast, together creating a story-telling, tranquil and focused atmosphere, as if recording a long-forgotten memory or a letter of extraordinary significance.", + "seed": 9505, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_8/index_9323_seed_9505_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04266195725649595, + "vlm_logprob": -0.04266195725649595, + "vlm_yes_no_margin": 3.949999976158142, + "vlm_token_credit": -0.04266195725649595, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013568438589572906 + ], + "opposite_logprob_tokens": [ + -4.51356840133667 + ], + "logprob_reward": -0.013568438589572906, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013568438589572906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18445059657096863, + 0.13014335930347443, + 0.12222148478031158, + 0.07368626445531845, + 0.06947045773267746, + 0.09861087054014206, + 0.04845155403017998, + 0.16150668263435364, + 0.05780960991978645, + 0.053649138659238815 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.013568438589572906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709246575832367 + ], + "opposite_logprob_tokens": [ + -2.1270923614501953 + ], + "logprob_reward": -0.12709246575832367, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12709246575832367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17744649946689606, + 0.3582015931606293, + 0.1705624908208847, + 0.03788504749536514, + 0.02983354590833187, + 0.019944066181778908, + 0.03426133096218109, + 0.08126729726791382, + 0.046430446207523346, + 0.04416761174798012 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.12709246575832367 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951540544629097 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951540544629097, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951540544629097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07665413618087769, + 0.2014458179473877, + 0.03247994929552078, + 0.15512819588184357, + 0.23830701410770416, + 0.045065540820360184, + 0.055206794291734695, + 0.08670544624328613, + 0.05746688321232796, + 0.05154029652476311 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.005951540544629097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058478593826294 + ], + "opposite_logprob_tokens": [ + -2.812058448791504 + ], + "logprob_reward": -0.062058478593826294, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058478593826294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12216148525476456, + 0.07731641829013824, + 0.05315060913562775, + 0.06011391058564186, + 0.05859915167093277, + 0.07538623362779617, + 0.08547334372997284, + 0.1952788233757019, + 0.15041221678256989, + 0.12210779637098312 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.062058478593826294 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638862796127796 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638862796127796, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638862796127796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13559576869010925, + 0.0974590927362442, + 0.07344400137662888, + 0.1606261134147644, + 0.04622642695903778, + 0.06581547856330872, + 0.043494291603565216, + 0.2580905854701996, + 0.042953308671712875, + 0.07629488408565521 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.004638862796127796 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a tight, slightly overhead close-up shot in the vein of Steve McCurry's photography, a hand, its skin marked by age but its knuckles distinct, steadily grips a classic black fountain pen, its barrel reflecting a restrained luster in the warm light. The pen's polished gold nib smoothly and deliberately traces across a sheet of thick, cream-colored stationery, its edges naturally yellowed by age, leaving behind a rich, saturated dark blue ink. The ink seeps gently into the paper's fibers upon contact, creating a tangible texture. The entire image is bathed in a single, warm light source from the side, like a late afternoon desk lamp, casting soft highlights on the hand's knuckles and the metal of the pen barrel, while casting deep, layered shadows across the dark wooden surface. The richness of color is the soul of this scene. The warm tones of the yellowed paper and the cool tones of the dark blue ink form a strong and harmonious visual contrast, together creating a story-telling, tranquil and focused atmosphere, as if recording a long-forgotten memory or a letter of extraordinary significance.", + "seed": 9506, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_8/index_9323_seed_9506_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.037520795478485525, + "vlm_logprob": -0.037520795478485525, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.037520795478485525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006040412932634354 + ], + "opposite_logprob_tokens": [ + -5.506040573120117 + ], + "logprob_reward": -0.006040412932634354, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006040412932634354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18096162378787994, + 0.10776727646589279, + 0.06356571614742279, + 0.03876864165067673, + 0.03213101625442505, + 0.09398210793733597, + 0.06527253240346909, + 0.13406220078468323, + 0.1774762123823166, + 0.10601267218589783 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.006040412932634354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205511838197708 + ], + "opposite_logprob_tokens": [ + -2.8120551109313965 + ], + "logprob_reward": -0.06205511838197708, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205511838197708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18218830227851868, + 0.034908585250377655, + 0.03877127915620804, + 0.042151179164648056, + 0.06914640218019485, + 0.10089536011219025, + 0.045151881873607635, + 0.1311628818511963, + 0.3308671712875366, + 0.024756941944360733 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.06205511838197708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019427727675065398 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019427727675065398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019427727675065398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16600172221660614, + 0.22634662687778473, + 0.07050463557243347, + 0.03826288878917694, + 0.03978661447763443, + 0.07099365442991257, + 0.05280511826276779, + 0.15025636553764343, + 0.07143192738294601, + 0.11361044645309448 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0019427727675065398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292989552021027 + ], + "opposite_logprob_tokens": [ + -2.2379298210144043 + ], + "logprob_reward": -0.11292989552021027, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292989552021027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10519538074731827, + 0.08295094966888428, + 0.03616059198975563, + 0.047835785895586014, + 0.03985819220542908, + 0.09439536929130554, + 0.08397166430950165, + 0.40561971068382263, + 0.05519624426960945, + 0.04881608113646507 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.11292989552021027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly overhead close-up of a hand gripping a classic black fountain pen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand's skin marked by age with distinct knuckles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pen writing on thick, cream-colored stationery that appears yellowed by age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pen leave behind rich, saturated dark blue ink that seeps into the paper fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single warm light source from the side, casting soft highlights and deep layered shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635777790099382 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635777790099382, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635777790099382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2401343137025833, + 0.054710958153009415, + 0.04223242774605751, + 0.03171957656741142, + 0.026268351823091507, + 0.09776686131954193, + 0.03891954943537712, + 0.34428671002388, + 0.0600702129304409, + 0.06389102339744568 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.004635777790099382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_9/index_tensor([7819, 7819])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_9/index_tensor([7819, 7819])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..532326e2d7b22962cde7790ea1c81262352a8615 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_9/index_tensor([7819, 7819])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly and steadily pans forward, focusing on a surgeon performing a delicate operation. He wears a sterile blue surgical cap and a matching mask, revealing only his focused, eagle-like eyes, pierced through the lenses of magnifying surgical glasses. Microscopic beads of sweat bead on his forehead. Overhead, a large, round, shadowless surgical light casts an intense, concentrated, cold white light, illuminating the surgical area as bright as day and creating a stark contrast between light and dark on his body. He, clad in a green scrub, leans slightly forward. With incredible stability and precision, his latex-gloved hands carefully guide a fine suture thread through delicate tissue with a needle holder. His movements are steady and decisive, each twist and pull imbued with the confidence and composure of years of practice. Against the blurred background, the cool reflections of stainless steel medical instruments and the steady green waveform of an electrocardiogram monitor create a space of intense professionalism and silence. The entire scene was filled with an atmosphere of extreme concentration and almost frozen tension. The only sound in the air was the faint, regular beeps of the vital signs monitor, highlighting this silent race against time.", + "seed": 19591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_9/index_7819_seed_19591_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1388790240511298, + "vlm_logprob": -0.1388790240511298, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.1388790240511298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02678464539349079 + ], + "opposite_logprob_tokens": [ + -4.776784420013428 + ], + "logprob_reward": -0.02678464539349079, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.02678464539349079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13805308938026428, + 0.07319710403680801, + 0.05129832774400711, + 0.06832420825958252, + 0.04917527735233307, + 0.0752544179558754, + 0.11466208845376968, + 0.07000850886106491, + 0.24302704632282257, + 0.11699993163347244 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.02678464539349079 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328185200691223 + ], + "opposite_logprob_tokens": [ + -0.7578185200691223 + ], + "logprob_reward": -0.6328185200691223, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328185200691223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22225309908390045, + 0.07086509466171265, + 0.06218758970499039, + 0.06221696361899376, + 0.06018959730863571, + 0.12451192736625671, + 0.06632249802350998, + 0.07469069212675095, + 0.11705281585454941, + 0.1397097408771515 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.6328185200691223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088770814239979 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088770814239979, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088770814239979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10757472366094589, + 0.03127731755375862, + 0.027144284918904305, + 0.06617198139429092, + 0.03609682247042656, + 0.1838589608669281, + 0.04539622738957405, + 0.1830342411994934, + 0.20417295396327972, + 0.11527253687381744 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.011088770814239979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629185914993286 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629185914993286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629185914993286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.130198135972023, + 0.0537324920296669, + 0.10697251558303833, + 0.07067430019378662, + 0.1253802478313446, + 0.11703603714704514, + 0.1134742870926857, + 0.054516617208719254, + 0.12445711344480515, + 0.10355823487043381 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.007629185914993286 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607399806380272 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607399806380272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607399806380272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2807770371437073, + 0.058018215000629425, + 0.07420643419027328, + 0.11490491032600403, + 0.0890250951051712, + 0.08493686467409134, + 0.07551105320453644, + 0.0482880175113678, + 0.10088635981082916, + 0.07344601303339005 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.01607399806380272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly and steadily pans forward, focusing on a surgeon performing a delicate operation. He wears a sterile blue surgical cap and a matching mask, revealing only his focused, eagle-like eyes, pierced through the lenses of magnifying surgical glasses. Microscopic beads of sweat bead on his forehead. Overhead, a large, round, shadowless surgical light casts an intense, concentrated, cold white light, illuminating the surgical area as bright as day and creating a stark contrast between light and dark on his body. He, clad in a green scrub, leans slightly forward. With incredible stability and precision, his latex-gloved hands carefully guide a fine suture thread through delicate tissue with a needle holder. His movements are steady and decisive, each twist and pull imbued with the confidence and composure of years of practice. Against the blurred background, the cool reflections of stainless steel medical instruments and the steady green waveform of an electrocardiogram monitor create a space of intense professionalism and silence. The entire scene was filled with an atmosphere of extreme concentration and almost frozen tension. The only sound in the air was the faint, regular beeps of the vital signs monitor, highlighting this silent race against time.", + "seed": 19592, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_9/index_7819_seed_19592_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15123756788671017, + "vlm_logprob": -0.15123756788671017, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.15123756788671017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03210833668708801 + ], + "opposite_logprob_tokens": [ + -4.157108306884766 + ], + "logprob_reward": -0.03210833668708801, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.03210833668708801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07417692989110947, + 0.06913243979215622, + 0.0821823701262474, + 0.04699522256851196, + 0.10799459367990494, + 0.17120258510112762, + 0.15178821980953217, + 0.04375140368938446, + 0.08297785371541977, + 0.16979838907718658 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.03210833668708801 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328315138816833 + ], + "opposite_logprob_tokens": [ + -0.7578315138816833 + ], + "logprob_reward": -0.6328315138816833, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328315138816833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12496338784694672, + 0.07215218245983124, + 0.08378329873085022, + 0.025693172588944435, + 0.13415084779262543, + 0.06519338488578796, + 0.17472682893276215, + 0.11234579235315323, + 0.11336764693260193, + 0.09362348169088364 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.6328315138816833 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038137808442115784 + ], + "opposite_logprob_tokens": [ + -3.288137912750244 + ], + "logprob_reward": -0.038137808442115784, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038137808442115784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09048581123352051, + 0.04618280008435249, + 0.03216533362865448, + 0.07552465051412582, + 0.4361667037010193, + 0.08126331865787506, + 0.026440506801009178, + 0.0435820147395134, + 0.06627888977527618, + 0.10190998762845993 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.038137808442115784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981220744550228 + ], + "opposite_logprob_tokens": [ + -3.5298120975494385 + ], + "logprob_reward": -0.02981220744550228, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981220744550228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05273400619626045, + 0.05251704156398773, + 0.03379196673631668, + 0.03916502371430397, + 0.14253567159175873, + 0.29368236660957336, + 0.22832658886909485, + 0.06400346755981445, + 0.05539723113179207, + 0.03784659877419472 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.02981220744550228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297972977161407 + ], + "opposite_logprob_tokens": [ + -3.7732980251312256 + ], + "logprob_reward": -0.023297972977161407, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297972977161407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07528972625732422, + 0.03759482130408287, + 0.024263763800263405, + 0.06298770755529404, + 0.11757851392030716, + 0.07373730093240738, + 0.05708244815468788, + 0.11417557299137115, + 0.38635995984077454, + 0.05093017965555191 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.023297972977161407 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly and steadily pans forward, focusing on a surgeon performing a delicate operation. He wears a sterile blue surgical cap and a matching mask, revealing only his focused, eagle-like eyes, pierced through the lenses of magnifying surgical glasses. Microscopic beads of sweat bead on his forehead. Overhead, a large, round, shadowless surgical light casts an intense, concentrated, cold white light, illuminating the surgical area as bright as day and creating a stark contrast between light and dark on his body. He, clad in a green scrub, leans slightly forward. With incredible stability and precision, his latex-gloved hands carefully guide a fine suture thread through delicate tissue with a needle holder. His movements are steady and decisive, each twist and pull imbued with the confidence and composure of years of practice. Against the blurred background, the cool reflections of stainless steel medical instruments and the steady green waveform of an electrocardiogram monitor create a space of intense professionalism and silence. The entire scene was filled with an atmosphere of extreme concentration and almost frozen tension. The only sound in the air was the faint, regular beeps of the vital signs monitor, highlighting this silent race against time.", + "seed": 19593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_9/index_7819_seed_19593_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05064878948032856, + "vlm_logprob": -0.05064878948032856, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.05064878948032856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02280031517148018 + ], + "opposite_logprob_tokens": [ + -4.272800445556641 + ], + "logprob_reward": -0.02280031517148018, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.02280031517148018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11119093745946884, + 0.04529991373419762, + 0.06477607041597366, + 0.08635716140270233, + 0.08356352895498276, + 0.11016486585140228, + 0.10836778581142426, + 0.12989585101604462, + 0.07300467789173126, + 0.18737924098968506 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.02280031517148018 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798829883337021 + ], + "opposite_logprob_tokens": [ + -1.8048830032348633 + ], + "logprob_reward": -0.1798829883337021, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798829883337021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0825573205947876, + 0.03149942308664322, + 0.035378314554691315, + 0.04183940216898918, + 0.046310968697071075, + 0.331617534160614, + 0.04176550358533859, + 0.14103136956691742, + 0.06641650944948196, + 0.1815836876630783 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.1798829883337021 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188592046499252 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188592046499252, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188592046499252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0772552415728569, + 0.03671582415699959, + 0.03740697726607323, + 0.051717787981033325, + 0.03464880585670471, + 0.14798936247825623, + 0.11432825028896332, + 0.07468156516551971, + 0.12988342344760895, + 0.29537269473075867 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.018188592046499252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180865794420242 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.018180865794420242, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180865794420242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14776667952537537, + 0.07125154882669449, + 0.05416059121489525, + 0.038915421813726425, + 0.42137864232063293, + 0.04255342483520508, + 0.08714993298053741, + 0.06242046132683754, + 0.024645203724503517, + 0.04975810647010803 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.018180865794420242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191186055541039 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191186055541039, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191186055541039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15800677239894867, + 0.04379715397953987, + 0.027942199259996414, + 0.06310652196407318, + 0.09307555854320526, + 0.08250962197780609, + 0.07916344702243805, + 0.24501147866249084, + 0.06992676854133606, + 0.13746050000190735 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.014191186055541039 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a slightly overhead angle, the camera slowly and steadily pans forward, focusing on a surgeon performing a delicate operation. He wears a sterile blue surgical cap and a matching mask, revealing only his focused, eagle-like eyes, pierced through the lenses of magnifying surgical glasses. Microscopic beads of sweat bead on his forehead. Overhead, a large, round, shadowless surgical light casts an intense, concentrated, cold white light, illuminating the surgical area as bright as day and creating a stark contrast between light and dark on his body. He, clad in a green scrub, leans slightly forward. With incredible stability and precision, his latex-gloved hands carefully guide a fine suture thread through delicate tissue with a needle holder. His movements are steady and decisive, each twist and pull imbued with the confidence and composure of years of practice. Against the blurred background, the cool reflections of stainless steel medical instruments and the steady green waveform of an electrocardiogram monitor create a space of intense professionalism and silence. The entire scene was filled with an atmosphere of extreme concentration and almost frozen tension. The only sound in the air was the faint, regular beeps of the vital signs monitor, highlighting this silent race against time.", + "seed": 19594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000299/group_9/index_7819_seed_19594_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12557259034365414, + "vlm_logprob": -0.12557259034365414, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.12557259034365414, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023959387093782425 + ], + "opposite_logprob_tokens": [ + -4.648959159851074 + ], + "logprob_reward": -0.023959387093782425, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.023959387093782425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18948084115982056, + 0.09496776759624481, + 0.05297911539673805, + 0.1012255921959877, + 0.09349415451288223, + 0.055284254252910614, + 0.07024478167295456, + 0.14444595575332642, + 0.07130098342895508, + 0.12657657265663147 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.023959387093782425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47431737184524536 + ], + "opposite_logprob_tokens": [ + -0.9743173718452454 + ], + "logprob_reward": -0.47431737184524536, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47431737184524536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09612635523080826, + 0.04863135144114494, + 0.044840551912784576, + 0.03871307522058487, + 0.08430566638708115, + 0.0417143777012825, + 0.21150191128253937, + 0.2568480670452118, + 0.081296406686306, + 0.09602218866348267 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.47431737184524536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556779198348522 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556779198348522, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556779198348522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.268144816160202, + 0.19312520325183868, + 0.03106130100786686, + 0.053666017949581146, + 0.06326490640640259, + 0.05114598572254181, + 0.06488640606403351, + 0.14533957839012146, + 0.03826289251446724, + 0.0911029651761055 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012556779198348522 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054962195456027985 + ], + "opposite_logprob_tokens": [ + -2.929962158203125 + ], + "logprob_reward": -0.054962195456027985, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054962195456027985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25011321902275085, + 0.052042990922927856, + 0.07703623175621033, + 0.033259082585573196, + 0.2438187599182129, + 0.07149453461170197, + 0.12648843228816986, + 0.06777732819318771, + 0.02439536340534687, + 0.05357406660914421 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.054962195456027985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the surgeon wearing a sterile blue surgical cap, a matching mask, and magnifying surgical glasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large, round, shadowless surgical light casting intense cold white light overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the surgeon's latex-gloved hands visible guiding a fine suture thread through tissue with a needle holder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062067218124866486 + ], + "opposite_logprob_tokens": [ + -2.8120672702789307 + ], + "logprob_reward": -0.062067218124866486, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062067218124866486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0737723708152771, + 0.16617801785469055, + 0.05840252339839935, + 0.038270335644483566, + 0.2690203785896301, + 0.060461439192295074, + 0.0215032696723938, + 0.09702768921852112, + 0.05265634506940842, + 0.16270768642425537 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.062067218124866486 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A brave young girl set off on an adventure to find five ancient artifacts. First, she crossed the desolate desert, finding the endless water bottle with the help of a giant desert -0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A brave young girl set off on an adventure to find five ancient artifacts. First, she crossed the desolate desert, finding the endless water bottle with the help of a giant desert -0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3d64e5bd080b9433bab32c2e2d495e34a3ea4150 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A brave young girl set off on an adventure to find five ancient artifacts. First, she crossed the desolate desert, finding the endless water bottle with the help of a giant desert -0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:865489f1c122f5470d365f16fa1addc50074b6af0d1136186a5be6373f305ffc +size 1147252 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A brave young girl set off on an adventure to find five ancient artifacts. First, she crossed the desolate desert, finding the endless water bottle with the help of a giant desert -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A brave young girl set off on an adventure to find five ancient artifacts. First, she crossed the desolate desert, finding the endless water bottle with the help of a giant desert -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fdbc1c55f1fefea5222e3a431d11c6d3674b23da --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A brave young girl set off on an adventure to find five ancient artifacts. First, she crossed the desolate desert, finding the endless water bottle with the help of a giant desert -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3bf5e45feeca0e90b844a5a94f3f68d1791c1785359da9eee323fc60dfd1383b +size 1135355 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..39cf29d298301a948893f2b16d4d8ff780b9842d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ae42fa8b9aafb38fc3102f2954acfc8baa80b97b0e3b684d393670790dd7e05 +size 783376 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c56488f8346b83ad1409eae7eafe665f2f511aab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a85483290028d59e6343120aaa2c10745bab597efaec8d7a010400505260f84f +size 669108 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7234fd5bf8e65ace2c3b8f06f1724e02d8b9469c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A child sees a lonely tree every day in a park near his school, always appearing to be alone. On the first day, the child stops under the tree, gently touching its bark, feeling a -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89205c468f987b1e36d9dcea82d5a3720292a8bbacc5e2d18c5e06bf5c4908db +size 733621 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A little girl received a mysterious gift\342\200\224the ancient time key. She used the key to open a sealed door and entered the time house. On the first day, she found a room filled with boo-1.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A little girl received a mysterious gift\342\200\224the ancient time key. She used the key to open a sealed door and entered the time house. On the first day, she found a room filled with boo-1.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..9af36e51a684efeb7142e57fc7d68609bd8900db --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A little girl received a mysterious gift\342\200\224the ancient time key. She used the key to open a sealed door and entered the time house. On the first day, she found a room filled with boo-1.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5e22aff42d074a95b165d860019aedea6f0af131ddeae4fbcef7cad41dc86cf +size 704346 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A little girl received a mysterious gift\342\200\224the ancient time key. She used the key to open a sealed door and entered the time house. On the first day, she found a room filled with boo-2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A little girl received a mysterious gift\342\200\224the ancient time key. She used the key to open a sealed door and entered the time house. On the first day, she found a room filled with boo-2.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..a0d19289ec6a46ad9325235f96da793dfcd6e0a5 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A little girl received a mysterious gift\342\200\224the ancient time key. She used the key to open a sealed door and entered the time house. On the first day, she found a room filled with boo-2.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6583b6a328ca4564132c3ecd407e1dcc503068257e41a5a3e73f38eee6e138b0 +size 791083 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..770c8469457a55696fa97c4ce0b742633e260bf8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b91a561402d82d2fdd086595194f40f84c21cfa0eda81ff7b05a72eb3a22a3dd +size 1026847 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7b536c9c7d9b9b05a398d8d7585a2e7deb69838e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4cb9d584dbb0a7d10e97914b6b4a2e399da5876ecbb6673c7de8986d237a973f +size 640054 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..446254bc43d883c8c1caf9c7b6041ef4edf7b66f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A man lives alone in a remote cabin, day after day, year after year. On the first day, he notices that the view outside his window seems unchanged, with snow still covering the gro-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b04283a695c7e314da1a30e164e28566b3e4b2d3507d05b02dcf9ace8de36b82 +size 821273 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A tomb raiding team entered an ancient tomb sealed by mysterious magic, hoping to uncover the inheritance of the underworld king. Once inside, the team discovered a tombstone with -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A tomb raiding team entered an ancient tomb sealed by mysterious magic, hoping to uncover the inheritance of the underworld king. Once inside, the team discovered a tombstone with -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8f7644baee54c68d439fc62f3a5404acbf3e53ad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A tomb raiding team entered an ancient tomb sealed by mysterious magic, hoping to uncover the inheritance of the underworld king. Once inside, the team discovered a tombstone with -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2cf63d32280f267d1f4ef9f3460a4dc7e4b3ff8a5a10e19cffebb5ca78560d64 +size 745378 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A tomb raiding team entered an ancient tomb sealed by mysterious magic, hoping to uncover the inheritance of the underworld king. Once inside, the team discovered a tombstone with -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A tomb raiding team entered an ancient tomb sealed by mysterious magic, hoping to uncover the inheritance of the underworld king. Once inside, the team discovered a tombstone with -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..80e91f6951a2126fac0e2d042022c2f96b02ce5c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A tomb raiding team entered an ancient tomb sealed by mysterious magic, hoping to uncover the inheritance of the underworld king. Once inside, the team discovered a tombstone with -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:157ccb785ac5a7c21920459ae59051897d9b91d50b5fc47e286a4fd51cbd353c +size 859692 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young adventurer set off in search of five mysterious trial towers. He first arrived at the fire tower, solved the riddle of the fire giant, and earned the flame symbol. He then -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young adventurer set off in search of five mysterious trial towers. He first arrived at the fire tower, solved the riddle of the fire giant, and earned the flame symbol. He then -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5ae8a759316bdcc6aea08cc690f337a8ed499800 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young adventurer set off in search of five mysterious trial towers. He first arrived at the fire tower, solved the riddle of the fire giant, and earned the flame symbol. He then -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:deb87bd6a3edbf41521045c701e84b83b45323601eadef7334cc56f37930b066 +size 1175877 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young adventurer set off in search of five mysterious trial towers. He first arrived at the fire tower, solved the riddle of the fire giant, and earned the flame symbol. He then -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young adventurer set off in search of five mysterious trial towers. He first arrived at the fire tower, solved the riddle of the fire giant, and earned the flame symbol. He then -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f3df4dc21a4cdbcae5cf0ff1356ead0f8113ccc1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young adventurer set off in search of five mysterious trial towers. He first arrived at the fire tower, solved the riddle of the fire giant, and earned the flame symbol. He then -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0bfc0dd4e8f0b621d32a528fa0ec5948133dd2cba64f07099d697d81b15f34c2 +size 1106623 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a5aa55a30efd616cee4fb76341789e540cf0fa49 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:163cb3031ada77a51c9a3fe104168f8d112db1738b65065983b2d3fc07e0f236 +size 725181 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..74429b83c60537971070fbcd9b64dfead2d1e6c8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e476d9018b83adbebe5d0e19c7392460dfcc80b20ccd80de0819e3de011dfc8b +size 715195 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1b0f94302cba25fb3b06c794191b83b45ba87640 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young artist is invited to a remote town to work on restoring life to an ancient sculpture. On the first day, he discovers that the sculpture is covered in the marks of time, see-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:524c7df5f428e27f7c8ffbfaf184a8cc349d766f30fcb63bdf512392f193e6c9 +size 718495 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young boy receives a letter from the future, saying that he will discover a secret that will change the world. On the first day, he finds a dusty book filled with unknown symbols-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young boy receives a letter from the future, saying that he will discover a secret that will change the world. On the first day, he finds a dusty book filled with unknown symbols-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..80731383483aeb9fc20d54573928008616594688 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young boy receives a letter from the future, saying that he will discover a secret that will change the world. On the first day, he finds a dusty book filled with unknown symbols-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75a118c874eaa789d4c44460e6a787b9f076fe9562fbbb536dc19b7561b5f972 +size 846495 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young boy receives a letter from the future, saying that he will discover a secret that will change the world. On the first day, he finds a dusty book filled with unknown symbols-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young boy receives a letter from the future, saying that he will discover a secret that will change the world. On the first day, he finds a dusty book filled with unknown symbols-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5d19fd49716cbc1ccecbdc064b465af7b82af25a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young boy receives a letter from the future, saying that he will discover a secret that will change the world. On the first day, he finds a dusty book filled with unknown symbols-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:256ff33966389d38b92f59bad4c714808dbedbd24a3de52b06c13847fcd118e8 +size 891672 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young female warrior, after her family was invaded by a foreign kingdom, set off to find a mysterious treasure to save her family. Her journey was filled with challenges, from cr-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young female warrior, after her family was invaded by a foreign kingdom, set off to find a mysterious treasure to save her family. Her journey was filled with challenges, from cr-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0e2779d256bfb633ae371e1616f0363711ca3c94 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young female warrior, after her family was invaded by a foreign kingdom, set off to find a mysterious treasure to save her family. Her journey was filled with challenges, from cr-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:732dd6a5740776df308b993bffabda61d719779c6228f3959f085f3f32667c60 +size 1055062 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young female warrior, after her family was invaded by a foreign kingdom, set off to find a mysterious treasure to save her family. Her journey was filled with challenges, from cr-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young female warrior, after her family was invaded by a foreign kingdom, set off to find a mysterious treasure to save her family. Her journey was filled with challenges, from cr-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..67f3661c5f0460c59e5a15efdac517e4a8561d68 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young female warrior, after her family was invaded by a foreign kingdom, set off to find a mysterious treasure to save her family. Her journey was filled with challenges, from cr-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9d15080d1b8c6aadcf55a9e2f8e3e2b7b83bda23adb8dae54bd00a28dafccbc +size 964784 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl named Emily lived in a small village surrounded by a dense forest. Near the village was a mysterious silver lake, its waters shimmering with a mystical glow. One day, -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl named Emily lived in a small village surrounded by a dense forest. Near the village was a mysterious silver lake, its waters shimmering with a mystical glow. One day, -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..622591bd868ee8b1eddf538106e38e32b3c3c917 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl named Emily lived in a small village surrounded by a dense forest. Near the village was a mysterious silver lake, its waters shimmering with a mystical glow. One day, -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64905b4e03eaf89501922a662f5901eb3f340325a35fb60becf3fad7727f3826 +size 808023 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl named Emily lived in a small village surrounded by a dense forest. Near the village was a mysterious silver lake, its waters shimmering with a mystical glow. One day, -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl named Emily lived in a small village surrounded by a dense forest. Near the village was a mysterious silver lake, its waters shimmering with a mystical glow. One day, -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e07bdde1cfdc584e59bac7790495f14d011a2525 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl named Emily lived in a small village surrounded by a dense forest. Near the village was a mysterious silver lake, its waters shimmering with a mystical glow. One day, -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6ca10e4a03197b444a02973f34a935a024cf01bdb359cce881c0b354c753628 +size 1062802 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl walked under the moonlight every night, until one night, she met an invisible friend. On the first night, she felt a warm breeze and heard whispers in her ear. On the -0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl walked under the moonlight every night, until one night, she met an invisible friend. On the first night, she felt a warm breeze and heard whispers in her ear. On the -0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d05273a33cfcd2fa69b11c7e794451c46b2b9be3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl walked under the moonlight every night, until one night, she met an invisible friend. On the first night, she felt a warm breeze and heard whispers in her ear. On the -0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17bde4c25deeaa5ffe50f6aa37f3354dcbcadaf8b28393dfa6f8b5126f097e27 +size 781977 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl walked under the moonlight every night, until one night, she met an invisible friend. On the first night, she felt a warm breeze and heard whispers in her ear. On the -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl walked under the moonlight every night, until one night, she met an invisible friend. On the first night, she felt a warm breeze and heard whispers in her ear. On the -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..823465bf6e902abd8aac2204bcb8d11574acf5c3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl walked under the moonlight every night, until one night, she met an invisible friend. On the first night, she felt a warm breeze and heard whispers in her ear. On the -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2e97ffbbbdc79ad762e408aa2b62f1fb3b44d1574c49a38dac77468f422b131 +size 704592 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7a95264ab44f85dde847d0848171dc788c67fcae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f78986730f08d51b39c1f280d80833ac7a963735ca6659ceb34f2fc4e7958d60 +size 1209442 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ce774966efeb5fc56cc753117f10766ace628f64 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:327cb26cd21df360dd3ce6e906eac10b3d2569c3fad4b4da2a3a5f7e4eee5638 +size 1051525 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4cf0711bc7a27d418693cb38ecde40a7bf002edd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young girl with extraordinary musical talent has never been able to produce a sound. On the first day, she hears an old man playing ancient tunes in the market, feeling her soul -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9de0b39ec343ff9eb90288e6f317b9cf303a71ad964387d8657806bff881b47 +size 1032035 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young hero was chosen to open the five gates of the realms. First, he arrived at the realm of fire, using wisdom and courage to earn the fire key. He then crossed the ocean, solv-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young hero was chosen to open the five gates of the realms. First, he arrived at the realm of fire, using wisdom and courage to earn the fire key. He then crossed the ocean, solv-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..94614eca6eff9b02877034111931e4e409bbd64f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young hero was chosen to open the five gates of the realms. First, he arrived at the realm of fire, using wisdom and courage to earn the fire key. He then crossed the ocean, solv-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d376d19b29589f4b68026732d1d3a71d9739f5359b0c8c2a6ab84f5944e6a828 +size 955647 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young hero was chosen to open the five gates of the realms. First, he arrived at the realm of fire, using wisdom and courage to earn the fire key. He then crossed the ocean, solv-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young hero was chosen to open the five gates of the realms. First, he arrived at the realm of fire, using wisdom and courage to earn the fire key. He then crossed the ocean, solv-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0dbd520922219cf968ba599e043ad8fc3340666e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young hero was chosen to open the five gates of the realms. First, he arrived at the realm of fire, using wisdom and courage to earn the fire key. He then crossed the ocean, solv-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78f8315e6507889d8a78b90e49d0cabae33c5f7d324cabf13917352570b5248a +size 906400 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young mage apprentice at the magic academy was given the task of finding five ancient runes. First, he traveled to the land of fire, using the power of the runes to ignite the et-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young mage apprentice at the magic academy was given the task of finding five ancient runes. First, he traveled to the land of fire, using the power of the runes to ignite the et-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..11e41d90420f83ac24001f8aba880abd693bd3a0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young mage apprentice at the magic academy was given the task of finding five ancient runes. First, he traveled to the land of fire, using the power of the runes to ignite the et-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d510f3b3fb834f3eb42386708d9b49fb16344508596a3de21664461a9bb8801e +size 1039657 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young mage apprentice at the magic academy was given the task of finding five ancient runes. First, he traveled to the land of fire, using the power of the runes to ignite the et-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young mage apprentice at the magic academy was given the task of finding five ancient runes. First, he traveled to the land of fire, using the power of the runes to ignite the et-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..676f5ec48d5dfbbcd28c4a30ebc4a035fe74f482 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young mage apprentice at the magic academy was given the task of finding five ancient runes. First, he traveled to the land of fire, using the power of the runes to ignite the et-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45ec9b4e03d415698783adc30371ee36a06190b045cfb7cc54fa69eba7cae0d2 +size 1147291 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young prince named Alvin became lost in the forest and accidentally discovered a shiny green gemstone. The gemstone radiated powerful natural energy, capable of communicating wit-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young prince named Alvin became lost in the forest and accidentally discovered a shiny green gemstone. The gemstone radiated powerful natural energy, capable of communicating wit-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b99a0d7b5e3993f60a0ec6e20e0ffbbb6c2a65d8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young prince named Alvin became lost in the forest and accidentally discovered a shiny green gemstone. The gemstone radiated powerful natural energy, capable of communicating wit-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cb9a5f112c47c098995a181ba85503a9b029d9d864d53ce7e54235bcc5b2480 +size 1147725 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young prince named Alvin became lost in the forest and accidentally discovered a shiny green gemstone. The gemstone radiated powerful natural energy, capable of communicating wit-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young prince named Alvin became lost in the forest and accidentally discovered a shiny green gemstone. The gemstone radiated powerful natural energy, capable of communicating wit-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..eefa5819c991cc58b1de3fb33ebad625621300d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/A young prince named Alvin became lost in the forest and accidentally discovered a shiny green gemstone. The gemstone radiated powerful natural energy, capable of communicating wit-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:712a7b347556b7f669b09cd2d8d52a20646737235a8e00864ae40501cf92e7db +size 1110599 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/After a global zombie virus outbreak, the surviving humans lived in a wasteland. Young survivor Li Hao and his team were tasked with crossing a zombie-infested city to find a biolo-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/After a global zombie virus outbreak, the surviving humans lived in a wasteland. Young survivor Li Hao and his team were tasked with crossing a zombie-infested city to find a biolo-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..aef4a97e7e5730a1834f7d77b958b78d87630a18 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/After a global zombie virus outbreak, the surviving humans lived in a wasteland. Young survivor Li Hao and his team were tasked with crossing a zombie-infested city to find a biolo-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e5124343d1368bb13f10a2727903403e6e55510ce67fbd781ce5ea7f88945007 +size 1033849 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/After a global zombie virus outbreak, the surviving humans lived in a wasteland. Young survivor Li Hao and his team were tasked with crossing a zombie-infested city to find a biolo-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/After a global zombie virus outbreak, the surviving humans lived in a wasteland. Young survivor Li Hao and his team were tasked with crossing a zombie-infested city to find a biolo-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..241fb77ece883973559d4a377d2f55f480499459 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/After a global zombie virus outbreak, the surviving humans lived in a wasteland. Young survivor Li Hao and his team were tasked with crossing a zombie-infested city to find a biolo-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:175674097c3734d99c43135618750df742902303c1b434a66c447206d8e04c1e +size 850746 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/An ancient tomb, long abandoned, became a target for tomb raiders. The tomb was known as the Yin Tomb and was considered a legend. Li Yang, a member of the raiding team, led the gr-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/An ancient tomb, long abandoned, became a target for tomb raiders. The tomb was known as the Yin Tomb and was considered a legend. Li Yang, a member of the raiding team, led the gr-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c70f00e027947dbddf3238f4e5a9f0d2f55a7b83 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/An ancient tomb, long abandoned, became a target for tomb raiders. The tomb was known as the Yin Tomb and was considered a legend. Li Yang, a member of the raiding team, led the gr-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04736e7071d4a8cae3e1c120be50aff476c04bf365374f5691bdaf50142ecb23 +size 823372 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/An ancient tomb, long abandoned, became a target for tomb raiders. The tomb was known as the Yin Tomb and was considered a legend. Li Yang, a member of the raiding team, led the gr-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/An ancient tomb, long abandoned, became a target for tomb raiders. The tomb was known as the Yin Tomb and was considered a legend. Li Yang, a member of the raiding team, led the gr-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0b9ecb6321ed5fa7d88a66cea700672c0ad599d1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/An ancient tomb, long abandoned, became a target for tomb raiders. The tomb was known as the Yin Tomb and was considered a legend. Li Yang, a member of the raiding team, led the gr-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64898531208af842026775325d7ccd7df56b59e463c41e6d249cc520f6cf8775 +size 877949 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Cinderella\342\200\231s stepmother and stepsisters made her do all the household chores, and she had to endure their mistreatment. One day, her fairy godmother appeared and gave her a beautif-1.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Cinderella\342\200\231s stepmother and stepsisters made her do all the household chores, and she had to endure their mistreatment. One day, her fairy godmother appeared and gave her a beautif-1.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..c7f5f0c90a2e9ad42879f7ad42cb3bd1ed63ca14 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Cinderella\342\200\231s stepmother and stepsisters made her do all the household chores, and she had to endure their mistreatment. One day, her fairy godmother appeared and gave her a beautif-1.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5fd8a8d94f8827fbd1811f13f4a27e3d77a7ce0dbaf63e8fa73800029ec2097 +size 826153 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Cinderella\342\200\231s stepmother and stepsisters made her do all the household chores, and she had to endure their mistreatment. One day, her fairy godmother appeared and gave her a beautif-2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Cinderella\342\200\231s stepmother and stepsisters made her do all the household chores, and she had to endure their mistreatment. One day, her fairy godmother appeared and gave her a beautif-2.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..b95196010ee04665ef8e8982527a4b05415b3a8d --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Cinderella\342\200\231s stepmother and stepsisters made her do all the household chores, and she had to endure their mistreatment. One day, her fairy godmother appeared and gave her a beautif-2.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7bd922a87788035b5d772a2860640e02b7e5dc969585400eec38abf1045a18d +size 808506 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Five brave warriors were summoned to face the awakening dark demon king. The first warrior embarked on a journey to find the sword of courage, defeating the dark knight in a shadow-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Five brave warriors were summoned to face the awakening dark demon king. The first warrior embarked on a journey to find the sword of courage, defeating the dark knight in a shadow-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b30e374c4a740f1152135d3815df480d367eba5b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Five brave warriors were summoned to face the awakening dark demon king. The first warrior embarked on a journey to find the sword of courage, defeating the dark knight in a shadow-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e22b1f1cbc6cd17e479af641342713b8bb5217d4be7edb210922d4f376e3a86f +size 1169513 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Five brave warriors were summoned to face the awakening dark demon king. The first warrior embarked on a journey to find the sword of courage, defeating the dark knight in a shadow-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Five brave warriors were summoned to face the awakening dark demon king. The first warrior embarked on a journey to find the sword of courage, defeating the dark knight in a shadow-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..21883e0b90434d27b7908c86ce81c6a599ed1cdb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Five brave warriors were summoned to face the awakening dark demon king. The first warrior embarked on a journey to find the sword of courage, defeating the dark knight in a shadow-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f382b4669e5475c79e050c9569a29b390b5f2e7b7472dcf16aafde01d7181f0f +size 858756 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..790c5b687e4760edfb0c7f2a525858e5e3f27d04 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4e588e6fca1c59009a0733325c6245cd8ab2a6fd314de21efbc6eef828bd3a7 +size 769719 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d8887170f0f5e8e4d9e10885272e4bfec0d5ea80 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4229149af90550bf3ffb27ac73209a7c97230519d88ce49e4790e6dca27e56a +size 780894 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8249d0c34ab824d8683c028b36c9ed6ef2d4feaf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant kingdom, there was an ancient legend about the power of five stars. The first adventurer entered the sky mountains and found the star of Mars. Next, he crossed the sno-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccab5c66d05d661596b1ac5022d9a44ab694611c0f070492fc711da90a445498 +size 1112587 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant mountain range, there was said to be a legendary red dragon. Whenever it hatched a golden egg, the world\342\200\231s wealth and fortune would explode. A young adventurer named L-0.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant mountain range, there was said to be a legendary red dragon. Whenever it hatched a golden egg, the world\342\200\231s wealth and fortune would explode. A young adventurer named L-0.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..bb2e0a8a385cdf02421f428d73bd37ba73e1bac8 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant mountain range, there was said to be a legendary red dragon. Whenever it hatched a golden egg, the world\342\200\231s wealth and fortune would explode. A young adventurer named L-0.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89fad56a75ba789e4e0101ba497af17758ead3e16433e3f12f367346bd30abe5 +size 931584 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant mountain range, there was said to be a legendary red dragon. Whenever it hatched a golden egg, the world\342\200\231s wealth and fortune would explode. A young adventurer named L-2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant mountain range, there was said to be a legendary red dragon. Whenever it hatched a golden egg, the world\342\200\231s wealth and fortune would explode. A young adventurer named L-2.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..fd1e8697d09ce601c16c9353b0fae2c62b504885 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant mountain range, there was said to be a legendary red dragon. Whenever it hatched a golden egg, the world\342\200\231s wealth and fortune would explode. A young adventurer named L-2.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dcc3e2143fe94879b455c8e32445c760e84772eda79050e34a754992bfb4713 +size 877741 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant village, there were legends about a temple and ghosts. The villagers were afraid to go out at night, believing that evil forces were sealed within the temple. A young -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant village, there were legends about a temple and ghosts. The villagers were afraid to go out at night, believing that evil forces were sealed within the temple. A young -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e8577fd10412fa4e493f11e389093d3978cbfec6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant village, there were legends about a temple and ghosts. The villagers were afraid to go out at night, believing that evil forces were sealed within the temple. A young -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:195d4be1f4410309821e34d52bc1ed5af2f99b6a9dced7176af552436e27026e +size 1021946 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant village, there were legends about a temple and ghosts. The villagers were afraid to go out at night, believing that evil forces were sealed within the temple. A young -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant village, there were legends about a temple and ghosts. The villagers were afraid to go out at night, believing that evil forces were sealed within the temple. A young -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..362adc2fe846ba44618197ca5446b377c447c5fd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a distant village, there were legends about a temple and ghosts. The villagers were afraid to go out at night, believing that evil forces were sealed within the temple. A young -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c52c0e710ca8bb160babcc3c079845060f664d65cd0a5620261b9b287eddede0 +size 799637 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a forgotten, ancient village, all the clocks had stopped, and time seemed to stand still. The villagers were trapped in a perpetual state of idleness. A young clockmaker named D-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a forgotten, ancient village, all the clocks had stopped, and time seemed to stand still. The villagers were trapped in a perpetual state of idleness. A young clockmaker named D-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..14b9e513ae53254075958b65da58b55581acf1b0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a forgotten, ancient village, all the clocks had stopped, and time seemed to stand still. The villagers were trapped in a perpetual state of idleness. A young clockmaker named D-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9fb9e14c85c659abf1d0670b321457b81b98be1ff3b2c228af3c0f8ff29623bc +size 885033 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a forgotten, ancient village, all the clocks had stopped, and time seemed to stand still. The villagers were trapped in a perpetual state of idleness. A young clockmaker named D-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a forgotten, ancient village, all the clocks had stopped, and time seemed to stand still. The villagers were trapped in a perpetual state of idleness. A young clockmaker named D-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..588b48f3a28639a55adfd69a3441cd33c9d3770b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a forgotten, ancient village, all the clocks had stopped, and time seemed to stand still. The villagers were trapped in a perpetual state of idleness. A young clockmaker named D-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dc58cb088e92dc81d76cdd7b901a40aa23a4e5975a81a7348944ddcbf28c380 +size 930709 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a frigid northern kingdom, winter never seems to end. Princess Elsa, cursed to be unable to control the ice and snow powers within her, caused the kingdom to fall into an eterna-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a frigid northern kingdom, winter never seems to end. Princess Elsa, cursed to be unable to control the ice and snow powers within her, caused the kingdom to fall into an eterna-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..54d955cf67ff78371c615ed67f569c5f777cbd98 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a frigid northern kingdom, winter never seems to end. Princess Elsa, cursed to be unable to control the ice and snow powers within her, caused the kingdom to fall into an eterna-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7c00755540388f52ffd267dde41e3352daa7fc137f278c3d78b22079fc6a82e +size 1032748 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a frigid northern kingdom, winter never seems to end. Princess Elsa, cursed to be unable to control the ice and snow powers within her, caused the kingdom to fall into an eterna-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a frigid northern kingdom, winter never seems to end. Princess Elsa, cursed to be unable to control the ice and snow powers within her, caused the kingdom to fall into an eterna-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e4f07aefc89fab3ea8cee642a94cfa289963db7c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a frigid northern kingdom, winter never seems to end. Princess Elsa, cursed to be unable to control the ice and snow powers within her, caused the kingdom to fall into an eterna-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf2b8a24502a2f8cc2969d5f5db437b0c3117b9e90a410880286ac3c0dad31b4 +size 926419 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a hidden tomb, the raiders discovered a shiny copper mirror. Legend claimed this mirror could reveal the future. Raider Xiao Wang was drawn to the mirror and tried to use it to -0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a hidden tomb, the raiders discovered a shiny copper mirror. Legend claimed this mirror could reveal the future. Raider Xiao Wang was drawn to the mirror and tried to use it to -0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b51f51c0c1db7d781ee58566c1ba975894a4e1d7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a hidden tomb, the raiders discovered a shiny copper mirror. Legend claimed this mirror could reveal the future. Raider Xiao Wang was drawn to the mirror and tried to use it to -0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc917d0ea160d0ae09a9e7d7abdfb4790f640e3ec914b8d74a5e824fe99b1b58 +size 814452 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a hidden tomb, the raiders discovered a shiny copper mirror. Legend claimed this mirror could reveal the future. Raider Xiao Wang was drawn to the mirror and tried to use it to -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a hidden tomb, the raiders discovered a shiny copper mirror. Legend claimed this mirror could reveal the future. Raider Xiao Wang was drawn to the mirror and tried to use it to -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..82a6aedc7902a918e14928810f8158cfd2310c62 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a hidden tomb, the raiders discovered a shiny copper mirror. Legend claimed this mirror could reveal the future. Raider Xiao Wang was drawn to the mirror and tried to use it to -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:358bb4cc1ba22dd7bf9263f0d65f8259f098285c573e4dc8805ff1bf15780379 +size 830195 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom covered by eternal snow, there lived a legendary Snow Queen, whose palace hid countless treasures. A young girl named Nora, searching for her missing father, decided t-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom covered by eternal snow, there lived a legendary Snow Queen, whose palace hid countless treasures. A young girl named Nora, searching for her missing father, decided t-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5360da1ddb8d68892ed048b5f7fb8184da6be0de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom covered by eternal snow, there lived a legendary Snow Queen, whose palace hid countless treasures. A young girl named Nora, searching for her missing father, decided t-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09666ca52e3ba851d52b06bce044a73363e78f9703bf0bfbe30fe9ff62373293 +size 867031 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom covered by eternal snow, there lived a legendary Snow Queen, whose palace hid countless treasures. A young girl named Nora, searching for her missing father, decided t-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom covered by eternal snow, there lived a legendary Snow Queen, whose palace hid countless treasures. A young girl named Nora, searching for her missing father, decided t-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9c922c5980f5054d096bca687c775e97cbfaf964 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom covered by eternal snow, there lived a legendary Snow Queen, whose palace hid countless treasures. A young girl named Nora, searching for her missing father, decided t-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2ff6951ba592ec6898601a2d82ba77388a67b902806d3bfbab33d2a846fb650 +size 923894 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..21dc07965ed0359e3b950662dc45f4041513639d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9d24c667ba8c4fc90605995bed9cc91bd1d8bc4fb303db9f4ef77324a9e315c +size 793357 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4c29dc7f28bf5d2ba9e23af01126437983c84aef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab9d1bef06d2b6626388d1b1cb6c773beb9895c402ae96f02d47a355f54d4dd0 +size 677715 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8fcbe454558246d35234108f4f81d7a2ad6b943a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom shrouded by dark magic, a prince and a princess discovered the source of the black magic during an accidental encounter. The prince decided to search for the sacred re-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48fb73c638aab03b3f74d207d46b41ddfac824fc777473ed7f731a3e12cf896d +size 865004 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ee50e39b37409c9e6a7b8268b2035a159a3ef4ee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d0906803404e583cce53ada4a4f215ca98d557e4a8b3942c6cf5f68fda04a7e +size 668589 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..54e784f5e7595643b42dfc120d346034fdeaa51b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c71eeeaddd2ce6944101c9a8e99a938d4f79c4c0f3a92cbe0e347681185176fa +size 1059059 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0486cc380184bee205a846cf8ae3afb0d5c79e07 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by fire, it was said that every red lotus flower represented a great vow. To protect her kingdom, Princess Lilya decided to pluck a red lotus from the myste-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ca003e605cf4ba2343b2ef236e1fef3e0b7d1cd1df0abe3dae4d353994143c3 +size 764941 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by towering mountains stood the legendary Sky Tower, said to reach the heavens. According to legend, within the tower lay a mysterious stone that could gran-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by towering mountains stood the legendary Sky Tower, said to reach the heavens. According to legend, within the tower lay a mysterious stone that could gran-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ed3eee9211e4d028dfb668fcb55822ed44e58392 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by towering mountains stood the legendary Sky Tower, said to reach the heavens. According to legend, within the tower lay a mysterious stone that could gran-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d071a57aec8b1e3ac31d1006c388af5119b70e79d52a093f89c113d686b7d79d +size 1015717 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by towering mountains stood the legendary Sky Tower, said to reach the heavens. According to legend, within the tower lay a mysterious stone that could gran-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by towering mountains stood the legendary Sky Tower, said to reach the heavens. According to legend, within the tower lay a mysterious stone that could gran-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..05a3d7fd28302e2546a0f6dcc4df7bb971eec862 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a kingdom surrounded by towering mountains stood the legendary Sky Tower, said to reach the heavens. According to legend, within the tower lay a mysterious stone that could gran-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a11d5ab6f08f5dea6a1e3b6c57a020f279b930e340b0402ecef7639822e5c19 +size 840832 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a mysterious ancient tomb, there was a treasure said to have the power to change history. Young archaeologist Zhang Peng ventured into the tomb with a group of tomb raiders. Ins-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a mysterious ancient tomb, there was a treasure said to have the power to change history. Young archaeologist Zhang Peng ventured into the tomb with a group of tomb raiders. Ins-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..51d50818bd02773ff95d308b2f9341bf120fa7d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a mysterious ancient tomb, there was a treasure said to have the power to change history. Young archaeologist Zhang Peng ventured into the tomb with a group of tomb raiders. Ins-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:061005bc0c6499e73e3c7eca16f6467ee4226f65ffc0b60145a3fe1c654d9629 +size 819434 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a mysterious ancient tomb, there was a treasure said to have the power to change history. Young archaeologist Zhang Peng ventured into the tomb with a group of tomb raiders. Ins-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a mysterious ancient tomb, there was a treasure said to have the power to change history. Young archaeologist Zhang Peng ventured into the tomb with a group of tomb raiders. Ins-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0f7f1f7e15747f1b8e10416b591077ec41eaca5e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a mysterious ancient tomb, there was a treasure said to have the power to change history. Young archaeologist Zhang Peng ventured into the tomb with a group of tomb raiders. Ins-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e8e391db1d0253239cb1d89cd43d8250eb5c9855ff7b29780bc15c360f8bd3e +size 890575 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1f291c95bf75e8776988c13eeee78ae6fef829bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d46f216e7a20af54df369953d30af26716808eb16f084426a2819ebdfa4e27b +size 879363 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e2ba8725d74dfe6cf409b1ca2f758457e8a77cda --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6759153aba41c51588bef0abb9f7763e2cc22a484cca2e1741805e685e5dee9 +size 1036223 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d2266c6f03570f21c47a53996185633ea042bd46 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a small town, there were constant rumors about a forest ghost, and the townspeople were afraid to go out at night. One day, a young girl decided to uncover the secret. She enter-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8bbf6c1c1ff53614b39c2ebff0cca4a4ef126c106e9f83d05b63114223778d42 +size 1126121 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a town full of legends, a rainbow bridge appeared in the valley after every rain, leading to a mysterious world. Everyone had heard the story of the bridge, but no one dared to -0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a town full of legends, a rainbow bridge appeared in the valley after every rain, leading to a mysterious world. Everyone had heard the story of the bridge, but no one dared to -0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2cad90bea96dc8a7a091dd965d1ebc4b2ce7e32b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a town full of legends, a rainbow bridge appeared in the valley after every rain, leading to a mysterious world. Everyone had heard the story of the bridge, but no one dared to -0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6caed4fbfda8ccb3f4e4fe798f6e187f9fbdbbec8a1caf570fee66717fee97cd +size 885444 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a town full of legends, a rainbow bridge appeared in the valley after every rain, leading to a mysterious world. Everyone had heard the story of the bridge, but no one dared to -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a town full of legends, a rainbow bridge appeared in the valley after every rain, leading to a mysterious world. Everyone had heard the story of the bridge, but no one dared to -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fdd723a2c26793017c15138cf7a691285aa97331 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In a town full of legends, a rainbow bridge appeared in the valley after every rain, leading to a mysterious world. Everyone had heard the story of the bridge, but no one dared to -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81509a7917eac8826cc2bad98b6495aa062b57f1c59e8a43177491b66587c51b +size 958259 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient city, a young painter always looks out of the glass window of his studio at the street. On the first day, he notices a figure who appears at a specific time at the st-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient city, a young painter always looks out of the glass window of his studio at the street. On the first day, he notices a figure who appears at a specific time at the st-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8f9463f1f6372762af08998058644a088fbb3ae5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient city, a young painter always looks out of the glass window of his studio at the street. On the first day, he notices a figure who appears at a specific time at the st-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:712b6a007829adf86564d74c6626f7d7d9ef0346185aa2cc6dd6eb2918161039 +size 716825 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient city, a young painter always looks out of the glass window of his studio at the street. On the first day, he notices a figure who appears at a specific time at the st-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient city, a young painter always looks out of the glass window of his studio at the street. On the first day, he notices a figure who appears at a specific time at the st-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a2d232dc3489655038795b364f0e3afe7b2038b9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient city, a young painter always looks out of the glass window of his studio at the street. On the first day, he notices a figure who appears at a specific time at the st-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a1ef8e49fabb99c970398f1bd98ef2c054c4cea82c5b9dfaeeae2b6397ea8c3 +size 448800 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c4f9dbf880dfefebe56613e3ecdaaf6b00f817a6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cbcb7850f5a4c00d4959858ba64a8407e4867cf3857962c3006960eaaed9e5f +size 949147 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..eb038342d1e1e5d65aff637b34cbc2427b436776 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c74e6a91dadd086b811cd127adf06d5e910e4d560245e5067819f22e5c9b0ba4 +size 725360 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e4d3ba03f141d7d8f2ebce0a4d3142c92c8ad217 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient magical kingdom, a young sorcerer was assigned the task of finding five legendary magic crystals. First, he arrived at a volcano, defeated the volcanic beast, and ear-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f6707ed3d0c74270ca9eb8efa82839fb5d23a33f344f0f5c2f13b16be0b0c37 +size 875262 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb deep in the mountains, the tomb raiders discovered a massive dragon bone structure. Legend had it that the skeleton belonged to an ancient dragon god. Captain Ol-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb deep in the mountains, the tomb raiders discovered a massive dragon bone structure. Legend had it that the skeleton belonged to an ancient dragon god. Captain Ol-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a8332e09da5ea432f0a396623cba26ecf6c9fb99 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb deep in the mountains, the tomb raiders discovered a massive dragon bone structure. Legend had it that the skeleton belonged to an ancient dragon god. Captain Ol-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:481e5c1169f76aaed2f50c7f58b67dfaa75550feb0bc368f04890ef4f8911c22 +size 856130 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb deep in the mountains, the tomb raiders discovered a massive dragon bone structure. Legend had it that the skeleton belonged to an ancient dragon god. Captain Ol-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb deep in the mountains, the tomb raiders discovered a massive dragon bone structure. Legend had it that the skeleton belonged to an ancient dragon god. Captain Ol-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b541ab119bc76174b0ff80db688e7497de7543fd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb deep in the mountains, the tomb raiders discovered a massive dragon bone structure. Legend had it that the skeleton belonged to an ancient dragon god. Captain Ol-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8843561e1c118c56d4b1560316ef2a8e90348dd40a7afaba9687201749db3e1f +size 998895 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders discovered five statues, each representing one of the five elements. Captain Zhao Fei carefully studied the statues and believed they would lead the-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders discovered five statues, each representing one of the five elements. Captain Zhao Fei carefully studied the statues and believed they would lead the-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cfb530791c52e72f4344e920e94473c0503229c0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders discovered five statues, each representing one of the five elements. Captain Zhao Fei carefully studied the statues and believed they would lead the-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08b606e6b459d0704dff05913e826b4629736fb14dbc6783a09cbc88abe5960a +size 576703 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders discovered five statues, each representing one of the five elements. Captain Zhao Fei carefully studied the statues and believed they would lead the-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders discovered five statues, each representing one of the five elements. Captain Zhao Fei carefully studied the statues and believed they would lead the-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5b7d35b2923f7009829a946c86d9e09a51c28146 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders discovered five statues, each representing one of the five elements. Captain Zhao Fei carefully studied the statues and believed they would lead the-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af0572ed9d25091d7889cdf3eaa5cbded4d7e92f1571a4b935352a908fea7536 +size 739542 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2006775ec9fc61f36e41f59373c7945d5830d3fc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c411e71a3c8c91afa5a8be8d5f2c458d8f015a16792dac40ed9f14b30b75292d +size 660299 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..983a5e0184a027ad376637e588de1ea4fd063f11 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c71cde77f41f43bdeee509b7923f10827c542964091106a28d80f903f31e31d +size 670957 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2dc5bde1844df765a69b9e7d46d904580b7ce07a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In an ancient tomb, the raiders found a jade box, said to be a relic of an ancient emperor. As they opened the box, a strange black mist enveloped the entire chamber, sending a chi-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82f71a4808620b951abe4f84567bd2cd18c5d653eeaf5ade44daef4420f7b800 +size 615237 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..06b394456278b36f2814b0c1f8c22e6112246602 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e7a23522577b0b988032ec9f17c7efa764bcf376d57d8342a73bffb585d9478 +size 877869 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0c48b1a497aac3d01bc52e92134e22dfd1027014 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:995e54a13d420eee127da2f21cf30c5c9684a4c32b6506e121cfd9d72a042bc1 +size 906701 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b82c185c3a1f3715eae9d998ea4bf6c01813692f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/In the deepest recesses of a forgotten tomb, there was said to be a path leading to the realm of the dead. Tomb raider Huang Fei and his team entered the tomb, hoping to find treas-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4357da1f694f9aea1d04cb1f7ca2cd975081c21db1e1d714775c4508e60a11ca +size 955684 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3aca62d3b19e533207f50bdd00314d4e3f0e8fb1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a70b3dc9e4cf43f9f3016f226258ecdb72dd78fc38e86a3dd0e37bdd176124b +size 914914 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3e15c21b30013a81240310385581f79db56e5181 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05d9431ac5987b480a588ddd6b3581e91b904769955d206cbff53cfb92113c23 +size 863759 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..17f482a4f97a0efa2b228d1daf7bb387f3acb437 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Inside the tomb, the tomb raiders found a stone tablet adorned with blood-red totems. According to legend, this tablet would lead to an endless treasure. Captain Wang Kai believed -2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a6156ffeccd1e3ef834946e39b765a2e39f60947a38d8a9dba766f3b9546b72 +size 1039369 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/It is said that the ancient Dragon Tribe left behind a vast treasure, accessible only through a series of trials. Young adventurer Lucas set off on his own journey to find this leg-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/It is said that the ancient Dragon Tribe left behind a vast treasure, accessible only through a series of trials. Young adventurer Lucas set off on his own journey to find this leg-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a948f795c364280b141d17e2d8ba0462c9c1209a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/It is said that the ancient Dragon Tribe left behind a vast treasure, accessible only through a series of trials. Young adventurer Lucas set off on his own journey to find this leg-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b91122dadb96cc727da53ec1e7d43e5355f3e282c3ce393ac895cf3eb9597f55 +size 1325131 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/It is said that the ancient Dragon Tribe left behind a vast treasure, accessible only through a series of trials. Young adventurer Lucas set off on his own journey to find this leg-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/It is said that the ancient Dragon Tribe left behind a vast treasure, accessible only through a series of trials. Young adventurer Lucas set off on his own journey to find this leg-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ae66ec0d391e334db6350828f4ed406c742491a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/It is said that the ancient Dragon Tribe left behind a vast treasure, accessible only through a series of trials. Young adventurer Lucas set off on his own journey to find this leg-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef360f37d4a9602910a4262fc2b82bfd69136f85d5517cd4defc80a315dedded +size 1135254 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..09845e9b5f29936164cebb66015379cda80099a0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:340101c09ffd359342f4a4c9a761bfdff710d64ef7982fb943ada678e9e70357 +size 1028731 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d84394fe16530310a48382192f0a34c0de896a2b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80ca56a4d87bf4ef6dbccc70affa940e810e0e4652fa07fae8fd47fe65da27f7 +size 1181880 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e4c479a956a91655fa0f3ea64ec20efc13cafb02 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Little Red Riding Hood brings food to visit her sick grandmother and encounters a cunning wolf along the way. The wolf pretends not to know her and guides her down a longer path. A-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7016ac31b66b109aa444559777d2d4ff7773932f310b1fac12d468268549b71 +size 1058117 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a clear morning, astronomy enthusiast Lily noticed a mysterious light in the sky. She followed the light to an abandoned observatory, where she found an ancient time machine. Li-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a clear morning, astronomy enthusiast Lily noticed a mysterious light in the sky. She followed the light to an abandoned observatory, where she found an ancient time machine. Li-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..55b94d1168fbed660e5878484b50cf01f89380ba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a clear morning, astronomy enthusiast Lily noticed a mysterious light in the sky. She followed the light to an abandoned observatory, where she found an ancient time machine. Li-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6dafd69fd98b3445e9cda34f1a21dd527361c32bda8ac148623d1183603e8bce +size 773235 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a clear morning, astronomy enthusiast Lily noticed a mysterious light in the sky. She followed the light to an abandoned observatory, where she found an ancient time machine. Li-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a clear morning, astronomy enthusiast Lily noticed a mysterious light in the sky. She followed the light to an abandoned observatory, where she found an ancient time machine. Li-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..47451a8270f80b71556b4a26ebff3d9b476fd866 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a clear morning, astronomy enthusiast Lily noticed a mysterious light in the sky. She followed the light to an abandoned observatory, where she found an ancient time machine. Li-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9df2d17e0a1139dfa68dbf932a1dc975c0fae2d87df0c588028724dddd25eeba +size 876836 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a distant island, a pirate captain told his crew about a legendary treasure hidden in the wreck of a sunken ship deep in the sea. On the first day, the crew found an old map. On-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a distant island, a pirate captain told his crew about a legendary treasure hidden in the wreck of a sunken ship deep in the sea. On the first day, the crew found an old map. On-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e05103a8b64ec4df645c81ce227caa7d0becb68d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a distant island, a pirate captain told his crew about a legendary treasure hidden in the wreck of a sunken ship deep in the sea. On the first day, the crew found an old map. On-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b8c38ab5daab52bb9722378dedff2f07c6e54d0293df4c94c2c59a2d1473870 +size 721230 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a distant island, a pirate captain told his crew about a legendary treasure hidden in the wreck of a sunken ship deep in the sea. On the first day, the crew found an old map. On-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a distant island, a pirate captain told his crew about a legendary treasure hidden in the wreck of a sunken ship deep in the sea. On the first day, the crew found an old map. On-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ecfadf1e319928d46443af4bddd85c46ff3cce37 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a distant island, a pirate captain told his crew about a legendary treasure hidden in the wreck of a sunken ship deep in the sea. On the first day, the crew found an old map. On-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53280e109d9fd8ce4c22ed1ce9998dd07e16dbf1fb4659ed57808f6e26d532de +size 802186 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a night when falling stars could always be seen, Ella and her friends stood on a mountaintop, making wishes. However, Ella\342\200\231s wish accidentally triggered a mysterious disaster, c-1.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a night when falling stars could always be seen, Ella and her friends stood on a mountaintop, making wishes. However, Ella\342\200\231s wish accidentally triggered a mysterious disaster, c-1.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..4ba7496a8578306233d03a2fd065f26493c8f3c1 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a night when falling stars could always be seen, Ella and her friends stood on a mountaintop, making wishes. However, Ella\342\200\231s wish accidentally triggered a mysterious disaster, c-1.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e30e833c75977b9b4349862f8a464fd6bd7c75abe13d7cc017ed38c240f199e0 +size 753525 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a night when falling stars could always be seen, Ella and her friends stood on a mountaintop, making wishes. However, Ella\342\200\231s wish accidentally triggered a mysterious disaster, c-2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a night when falling stars could always be seen, Ella and her friends stood on a mountaintop, making wishes. However, Ella\342\200\231s wish accidentally triggered a mysterious disaster, c-2.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..0635fd6e6477200d5ee1f038cb605ee60d193d5c --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On a night when falling stars could always be seen, Ella and her friends stood on a mountaintop, making wishes. However, Ella\342\200\231s wish accidentally triggered a mysterious disaster, c-2.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:250fcff474f67fb75911cd7db0d0682b41d85bf15d23a8a8257bf379204803bb +size 713581 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..783916047de052bf4afc9c5d905a954b1b2ec271 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2987bd981193286d9059403253bd4f815483e1d1ea34424dd73e5720177d562a +size 776134 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..79083daf0fc09d77e6e3448b6eeb2ac2e6b9f559 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d0326f11e7cb64491f1c6b7b4f39a7df6b20a6a0ef07b3dd5515a351691ee03 +size 947405 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f2eb3495fb2d04fee572c1040a3e694a8cea25a4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/On an island surrounded by volcanoes, there was a legend about the Volcano God. The legend said that the volcano contained an immortal power, and every generation of island guardia-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a57de8c40eeb7dfb4d404a691a329498948d69e2c43cab05f8a8ab8147f527d +size 1013209 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Sleeping Beauty was cursed by an evil witch from the moment of her birth. The witch prophesied that on her sixteenth birthday, she would prick her finger and fall into an eternal s-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Sleeping Beauty was cursed by an evil witch from the moment of her birth. The witch prophesied that on her sixteenth birthday, she would prick her finger and fall into an eternal s-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7bb2b08cfac3c49deb2362a554500742a3a099b0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Sleeping Beauty was cursed by an evil witch from the moment of her birth. The witch prophesied that on her sixteenth birthday, she would prick her finger and fall into an eternal s-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99d70fb57b765ae5688319f4bda6c8d60242b4eb95218411207920b6a9747e2a +size 720669 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Sleeping Beauty was cursed by an evil witch from the moment of her birth. The witch prophesied that on her sixteenth birthday, she would prick her finger and fall into an eternal s-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Sleeping Beauty was cursed by an evil witch from the moment of her birth. The witch prophesied that on her sixteenth birthday, she would prick her finger and fall into an eternal s-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5fe58d25c1a3b77afc16b11df00b0ba82509ba82 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Sleeping Beauty was cursed by an evil witch from the moment of her birth. The witch prophesied that on her sixteenth birthday, she would prick her finger and fall into an eternal s-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a3fbf1871c7b9849e800bbf8b1ba70e29c0d3059618131132b0069f06817e29 +size 725191 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..376721da429907d944e3c8bf2719de7a38fb8a73 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ebcf61ebaf4fbcc27cfd33dde6f11882bb763d3f944f6c163870d40eab42241 +size 1216446 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..522f439ce073888d8640594a4923f63b06e4bfb5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc075f0fae83b01123c18bc826bc39d9d03e45a880021b5bf2c04c796649c8ba +size 998273 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0506fa5242e7edc2b92362153b59a72c4be9b544 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/Snow White was driven into the forest by the evil queen who was jealous of her beauty. In the forest, Snow White met seven kind dwarfs who offered her shelter. However, the evil qu-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b6f9fb951c0285ba6c145fc9a8960aefb7139fa454a038663001faf64e22e8e +size 1110062 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Ugly Duckling was born into a warm family of ducks but was rejected by the other ducklings because of its different appearance. It decided to leave home and set off on a journe-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Ugly Duckling was born into a warm family of ducks but was rejected by the other ducklings because of its different appearance. It decided to leave home and set off on a journe-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ce98f26464c8ddf5aa8fb0a8d37e6ebd7531d84d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Ugly Duckling was born into a warm family of ducks but was rejected by the other ducklings because of its different appearance. It decided to leave home and set off on a journe-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f547575e569e15d0e60a8b65fe53fef27d059f7bebe3ef23a0b1a200d64d18c0 +size 1221494 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Ugly Duckling was born into a warm family of ducks but was rejected by the other ducklings because of its different appearance. It decided to leave home and set off on a journe-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Ugly Duckling was born into a warm family of ducks but was rejected by the other ducklings because of its different appearance. It decided to leave home and set off on a journe-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4811ebf4c77cec496011f14db1a55588c1382ef4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Ugly Duckling was born into a warm family of ducks but was rejected by the other ducklings because of its different appearance. It decided to leave home and set off on a journe-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f302b6904ea04b5ecca03a61a2299598f69118d1e5e0303dfc3dac8b60d85a50 +size 1202718 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7192be2ecb58f25bfbc246a6089ea2b62ad30cb7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2d4c74bf15df67d9d2375766c9cf9e70e6164b0182efdfbef7ffcb1bdbd6965 +size 582319 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4c82c0d84fb3fee3d23e03e80c1b891c75cd68eb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd71802ba3ccc761fc1b71d976d7d68796bcd9ebe565e44fbf1fb479bd456950 +size 736936 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5da4e19850cd18a7f5f239d1bdfb1d870dd85af9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The Violet Flower glowed mysteriously at night, and it was said to heal any ailment. To save his ill mother, a young man named Oscar decided to find this magical flower. He crossed-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60e6de91e2bf47873676754076956a62a92ab0fda13983ddf8693cd2eb8e86ce +size 926372 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -0.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -0.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..2176603b2bcd59395a204b4752cfe64eee99ff7e --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -0.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:855d71b3f72e756dc8e751b469a584dcac4d51c05d732ffe3d619d4ebde118cf +size 733850 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -1.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -1.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..e85f6a8230977973db78e87985cc0a22c07eba7c --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -1.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0104b56071f132087e51798b5f124624691ba34ddbd7d6f238c2a41b25fa39b +size 1087864 diff --git "a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -2.mp4" "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -2.mp4" new file mode 100644 index 0000000000000000000000000000000000000000..1603de9bc35b867e63fb5b27ea867bb8de5c21a4 --- /dev/null +++ "b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly found their rhythm. A series of fast attacks put pressure on Team B\342\200\231s defense. Team A's forward made two three-pointers, quickly increasing the -2.mp4" @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3bc1f26448c48589e8944cf97987aa9673a08bba3c63ecc8fb3827f9b6d6da0 +size 765515 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c819278c79fafd3801111a7bddda1eae41ccb7cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:650cc7838f703797f64c809fc804cd24c3902809c71a708ee093f4bfcd528571 +size 1169419 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af5d32cb45358e40e4a16a3b64844716a385e809 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:705a24455ef3a407fbb2c2a132463dd11247e270a70d1149a55e35ba064e7056 +size 825826 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e142ca7ca60073fd23cbec0fcfa87a1b1c98dd27 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly gained the upper hand with several precise kills, taking a 11-6 lead. The Team B player stayed calm and gradually adjusted, finding ways to resp-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:018ee718cf23279509fac61ac4acc326a63239094dc916d99c6a4d76517e81c3 +size 931736 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a74da215731ec5b0cd9658c978615ee0516c47df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3086ee88c65d9abc09437106fa2fb0c332b2200f8be43a9278154c364aaf6f6c +size 873959 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..53b1618266e802bd3c6c808d96814e27e9ffe4d7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faea494407e2f305a6a4d2bb24fee104bf08ad9cd4e3dd90d3d2f6b0b7595259 +size 1318343 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..11684796983cae5555f0ad2d5679450ad4b9120a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match began, and Team A quickly organized an attack, breaking through Team B's defense with fast passes. The forward accurately kicked the ball into the goal, taking a 1-0 lead-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b00c1f38aeec53fdb97da8f22b96ca076f61144f1f86f8e74df8b1cfdba05ad +size 995117 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0ef88dc9f52f73cb4ac7f645c1276ee65c023573 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:503ccf210dedc4e5544cb2f40d200af884258de6e999eaab7d58ebb14d82fcd0 +size 1031983 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5ddc966b9b1da7a9959db072ee1097d009aa7971 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7f8c56feb06b2eb2128589a98d301ed8ab80ddedad3d244e9f1e73b0ba8513d +size 1083954 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d279f5713bc1415436aeb9d4e53d8e6997b0ab4b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The match started, and Team A quickly scored points with a series of high-quality serves, taking the lead early on. Team B kept up the pressure in the first set but was unable to b-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4dc8191c70b525072755b223278a654d75a9462d0cbf89f75563bbd5707c91e +size 944429 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5468226475d7000c214fe1d1eb68e07014f2df1f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89237a31635dffc2c9e738b1cb5d735b9753633d120762011c2c01e41a859364 +size 936260 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3fa4a44862114a6bd8f30720de678f42e7d83a81 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dc435fc665b151cef6f7d5b36dd2f9a4e650c182b8fbe3ee3ffa86bc7bc4e1b +size 820792 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4b670e4a4501a5e8ceaf7501a9c96eb27301e393 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and Team A quickly took the lead, securing the front position. Throughout the race, Team B kept pushing, gradually closing the gap on Team A, especially on the down-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:384c4e63344103049de59aea9137759ea12496f1f9a95a157dc17b0c2af7494a +size 803125 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and all the runners sprinted quickly. The runner from Team A quickly took the lead. After a period of steady running, the runners from Team A and Team B gradually c-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and all the runners sprinted quickly. The runner from Team A quickly took the lead. After a period of steady running, the runners from Team A and Team B gradually c-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ae7545f245bb14eda1780089eec1730d36ec943f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and all the runners sprinted quickly. The runner from Team A quickly took the lead. After a period of steady running, the runners from Team A and Team B gradually c-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d63a91559a6f771b66de94654a3691727588882fb53b1b2390ffc6102e654c7c +size 1168480 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and all the runners sprinted quickly. The runner from Team A quickly took the lead. After a period of steady running, the runners from Team A and Team B gradually c-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and all the runners sprinted quickly. The runner from Team A quickly took the lead. After a period of steady running, the runners from Team A and Team B gradually c-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..746fdc0658569815c766e84e0dc3ab5897831bff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and all the runners sprinted quickly. The runner from Team A quickly took the lead. After a period of steady running, the runners from Team A and Team B gradually c-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfd01028309176cc3e9d455e9602ccd49c8354fb8d00514c809e1f195d7772f0 +size 1737460 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dec195ae5708a862e0b732430ca9fd0221c3d210 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b4512c821a3f272d645d37ed76f71444f9609f18c88218e42285c375c5da0701 +size 1344492 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e215e88d02dc5989c141ebd90783e2b667a2fa65 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c60c5a4401ba8d311fd85b10526649bb1e0f788fe851a97c8b29da3bc244d46 +size 1487360 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0e4af6083cc105bc72574170e9ce3af89dc669d1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the first runner quickly took off, leading the other teams. Everyone was focused on his performance. During the baton handoff of the first runner, Team A made a-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cc9d939c16c5cfa2955f4ab7cdf9cff17ca905802ac827704d550badf8a4c75 +size 1398829 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6a808d4a65066933c19f5a2486a60895b89f2c21 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d183e9bbe3dd7d96cbd920792da895bf8531e6ca965a28834338c80362931172 +size 1170078 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..60f3412685ff94d70dcad20957f03e322f29156f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e83a47d1b53a4f594146aa327c5b3d211fd4b2a39ae67487ff7a317ee33dad81 +size 1288408 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7802ba6ee8e0539fbe5f2df055fd7802e423e799 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The race began, and the runners quickly started. The Team A runner took the lead initially due to a powerful start. However, the Team B runner did not rush to chase but instead ste-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f424777b7ceeac8f329560242437f638257955994c8e427eb8d8fe8e4adae1f9 +size 1208144 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The raiders entered an ancient royal tomb, where they found a peculiar coffin containing a perfectly preserved corpse. The walls of the tomb were inscribed with a prophecy about a -0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The raiders entered an ancient royal tomb, where they found a peculiar coffin containing a perfectly preserved corpse. The walls of the tomb were inscribed with a prophecy about a -0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e3082baf1ce3b1e6b689529537b4ecf0b6c84bee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The raiders entered an ancient royal tomb, where they found a peculiar coffin containing a perfectly preserved corpse. The walls of the tomb were inscribed with a prophecy about a -0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63c7492b22eb12dedddc7cbe59c709d587f9656f524560a3823176afeadb3c00 +size 871899 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The raiders entered an ancient royal tomb, where they found a peculiar coffin containing a perfectly preserved corpse. The walls of the tomb were inscribed with a prophecy about a -1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The raiders entered an ancient royal tomb, where they found a peculiar coffin containing a perfectly preserved corpse. The walls of the tomb were inscribed with a prophecy about a -1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b6fc0558f9d67072822f90a2fc3ac9bb0c3b48a1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The raiders entered an ancient royal tomb, where they found a peculiar coffin containing a perfectly preserved corpse. The walls of the tomb were inscribed with a prophecy about a -1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b6f201cf2f4f5e52c914f18279159a57149b402b75794e6011c133c5588c2c1 +size 624448 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The three little pigs decide to build their own houses. The eldest pig chooses straw, the second pig uses wood, and the youngest pig carefully selects bricks to build a sturdy home-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The three little pigs decide to build their own houses. The eldest pig chooses straw, the second pig uses wood, and the youngest pig carefully selects bricks to build a sturdy home-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5142034ebfcb089095f1f84e64ac0998c1aaef03 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The three little pigs decide to build their own houses. The eldest pig chooses straw, the second pig uses wood, and the youngest pig carefully selects bricks to build a sturdy home-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:819d0aacf16db0c64f5d3c01033856402b887f32af741138b8e1690da292ebf5 +size 1071982 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The three little pigs decide to build their own houses. The eldest pig chooses straw, the second pig uses wood, and the youngest pig carefully selects bricks to build a sturdy home-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The three little pigs decide to build their own houses. The eldest pig chooses straw, the second pig uses wood, and the youngest pig carefully selects bricks to build a sturdy home-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8812cf780808cdd21e7e1ff99cb21afaf7ff4cc7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/The three little pigs decide to build their own houses. The eldest pig chooses straw, the second pig uses wood, and the youngest pig carefully selects bricks to build a sturdy home-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a7a9b1b41568f686c49f35ff252e55ce23f00d4f778bc930a38b4f1daaae6f7 +size 1118200 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fa3b269876ec8a099a2c0d4f16e3696152b9c77b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4da86f7564d2d68edc36eddd4bb3e150818476df46a11a655fa495a47d8171ba +size 1096697 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7449117c0d3ca29b7ed8089c7347babcc77e7b82 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08b678aff2fba2487b65f8401b50ab602f7cc3aeb334e1ec1d0fe75fced125f6 +size 1163040 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..235eb0dc90994ab1da2334b4e15c7a38cc6d7759 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Complex_Plot/There was an ancient maze that was said to grant endless wealth to whoever could successfully escape it. To uncover the mystery of his missing father, a young adventurer named Alle-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5bef11f835ecb7cc5824b444db708f25bd1cfc06f287b25658b8eda523dc70e +size 915582 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ecdd6ecfd68a1e1caf5e825109daf326652dac6c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73bbc8cebed3ec9a93b2d14571caec0f2b3efc97a06eb2dc9d754102f45f0da1 +size 538979 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7ba2e05c7d002a8cc92217e861aaf91b945e2297 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbf33bbea054dc0b234f3b0a0b6bcd2cb0c5412d87cc8783bdb1d10a61e02d1d +size 696694 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6080b7eceffd089ed134cf015e32347b325189d6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb4ff1619656bf958534e92383a7c3527c26d8048845e63b3ad1291ccaaf2aad +size 741224 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..78db82b50deddce879dc2d53de8a61a887bc496f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6e8381145d57ed5d6e8635d701bfa0eae0de1695888026d7c8154cd04cdd7b4 +size 575294 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3c881202e2235bdc56000465e80b138a8cc768b1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is dancing.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:989edb9bb7daf6f2d4a3a110f67d3c30aaad828c23ed9c1230d2ba20946c3cba +size 556963 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0b744729f095a7c6f575980d926a1d9d34a99389 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc0fc6646f478ad81313fb657ca7b6ea52514faab7b8966835db1285839c6455 +size 713784 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c012085546a00a21c8de1b18ff771fa9c405f895 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:330d47faa59ceaf2ad8bf83e023ddd1184c76c98aad7400870d52cd2353be25b +size 293822 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a0622f4138041a0ccae773e999fa237b6fdb4f8f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is doing yoga.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:221f303946eefccbf461e51734ceb34eb8772664f551db8db067217bb326d115 +size 536956 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..afb8a23a223b5e08dcdad2497eea339bad9e54aa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:285cd496594376c3f67449c3d9b37bcca1c450711faa7e2e2087b2c1afb84331 +size 661804 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5b494d06af32b0c9c4108572c49b36aab7311050 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f3bef92ad8e5ab2e2b3b3fd36a43097f9d7c9b7ec72711a88cc00155c8fee82 +size 608552 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5b3144518d4774244e3ca0ac04ba4bceb643d48a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing badminton.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0312d186e92c378284629ccc0ac4fa5f1aa85ca057b361b427ced267f67f7d6 +size 538634 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1fb7e2a61a8f1ab86e7852be317acc1186c92309 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4676f3fc8ed59c791441315b53e056f742782b35b1993e20836485f5cc382c9 +size 650091 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b9f06331c442fdd20f815f86a4a8f236442ae853 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e245d008b4c3c5dd2dc97f17f85d29c4b627d694b4ea407739a42ae43abf002 +size 717253 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ac2e84a37cbde618a8b43795046af4b16db18f86 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47e8fb5349e0553fe9c92e358f2de4f4de695e7ea04882ac93d73c3041f3f110 +size 562912 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dd549271cce8bd6b2f61049b068434fe655e92b9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7ac2c4ffd7ae2ccb920720c731ae0663ddf5fde058b309de15cf3baa1f2183d +size 521172 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..056deb220554e87eeb597af9ad00410e175e1160 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7922266cf6ff42acf2e50b06e34fac518b20be6a29b0ed20b253407626d7349 +size 979509 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b40f1675024a3d39641402b322183c751a1ab372 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56cdbc27bd45cd4652a49b1f5b86cc2b685ae056ed71e2495dee0829cbac1799 +size 1199436 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..185da6bca2fac7476ebeeb1e7b4c7008461e77b5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is running.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5c976bc86677d99d460c5b9375021492355ff288d4151d18bcfea3791fcda51 +size 1040904 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..62e5253ff009abab6b72009c40961f810cf6230f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f5a148ee20c5722ed5e1ef2019ecac776693eb491f1dfa6121767df0ad7b4b9 +size 484241 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..77eeb671f93c07ba92da45a9d61dde2961b6ea88 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d28f61fb737cf0b6ef03f2512c13d01003b074e5ecac3341f708617c793d510e +size 484173 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..679db8b83fe50d5fe36c30d746651177448fcc7b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09de2f1b7640e702ddb0c49303601887169c90b7ae18008c02a57701fc7a0921 +size 427599 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..37cd45b3466ef3158be169ff0e334c249b733e46 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8abe087d6170bab269500cb12cdac059df0dc85a6fa595cb5f640118e7544dfb +size 531974 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5598faac0ab4c6a5879795d4a47400f4e346deb9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:297ea75f592909ecb6975c91aee3bf71917def075c5a594ae0ecd8aea6e5b187 +size 1092298 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4ecb425e84623dfe394c0b8547a85a664d54c3c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:faecfee08658350951fd2d01ef5cabe8107b23d8c8a0cfa30a22fd9f60f4bdc8 +size 1066761 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ec7839c8d18a5325a5a3d2e0d3074e1fbd659d50 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4962b63c307c7b411238e6f4d487748b99bf0420a82a1f38e0c164e3d2319133 +size 649277 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..72f5d3dad7be0d1d87b318dc044d08f61b8e194a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f167484f4b7c6d62b80e33b07289a638af2a03226aaa3c36ba6f9f737a34f2c2 +size 706293 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5ae7050af95f4daa538ffefa720c0d39e9fd35cd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8146c61f4cb1d77bc6d8301a563db08fbfc01e9fe49806382d6acbe1f9639f7 +size 573856 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..df41cb496b37ab5f8ca85c94667e4793a740c788 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c83fe8aa916d3de6ce719edb158c64fa03455b3258283f2d3f4b2a992861491c +size 534044 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..57dbcdbf1cb161ec12cd3fee6bbcd278eb153ec2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9f14ffdc8d80284b02603bd2fa873ef721a9ecef6d22d5bc87fdefb2afea391 +size 670107 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..14d9d2fcddbcd18a68a57f9e0ea54518142e30d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26fd3fca1c7957e5d0df2ce1b24cc5ff8b458f5a67a7c5dfff3cbe105788000b +size 767920 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..aab8328f2e9a5b757d1148482b97372586750e14 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef20dba85036b38daf13b9714df0a858c2d656d9691e5d23aa8067363f6533c8 +size 473894 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2ab29b2b87883bee8001eea24a03d8039f8e1b9d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:299dbb4254ed14e8824f233f24e8e76b9d3fe3d141ad261e87b5453dfafe2dff +size 514517 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..07cc2498c4caf5e64d36de69ed610a1f4365d829 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a smoothie, then they suddenly start folding clothes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6483ae0f0b0e3ba195cd4fc2292429601ffa313fb6bebef502796a330e559ace +size 677360 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7566a4cb96b43b95dba1534fd387a6d933691583 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82af25b60d685b0212d66a0df1b0a2b9a2b3fb5c75fc0021064d798084797e62 +size 825271 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4bb1b7d630e16a7967a873356a7ca23523e97731 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0b836a628845e105abf6c84c95d3c649dc1fbb9348163dccf19296104c06450 +size 661186 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ded1577571ee308e555f870733e43b19f062ff10 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c484ab4314053d989a65fcc5e16d7b1b53cd01133f018be0c028acfbe624a07b +size 596510 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ca63978c4d874f1566b43bacf6f2684033c356df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fe833dc1ed411a4ad3d49b2b556fe687966d06630477758004ef01da879b337 +size 516628 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start making a phone call.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start making a phone call.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..91094d4bdff3ae6694e3ffeac7b32d5858a507e1 --- /dev/null +++ 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call.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44ff9c4520fc4aaba63cceda073c5ebb9a1886aca94ec5306af0f0a0add44a0e +size 478577 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start making a phone call.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start making a phone call.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d49c821c36b907a68cac964246cdb6fdab402cdb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start making a phone call.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f5bdcb15a7bc268fb156dfe78f1adaabeb9fa10be0671acecb1407bceda5ff0 +size 544580 diff 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start organizing their desk.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking water, then they suddenly start organizing their desk.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5130ec1f761135598a72796b4dc5f96e4736a2fa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking water, then they suddenly start organizing their desk.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f38299843543c3b7b12efaac816e8526ca6ea8c5401a6aa8d944ffedcea502f3 +size 529277 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..64e6b762fdcad0e79a244a934be98e81850cefed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b71300812fe4e97d7a238382cda88ad3c5a04dcb26f0cbd911c95b64c89d37f +size 542456 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fabc17a5120d2bc3427ebaa839e00ed6f21804b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88c636987767e619531cf35da5a7db9b737fde6ee5d003627b12ef032ee00fa1 +size 550699 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating a sandwich, then they suddenly start organizing the bookshelf.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..05cd8768053fb6fb042b6a6c9d9150ed0d239ecb --- /dev/null +++ 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car.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f4641499d7b28dfcbf8a26f88040a9be4a7e78c61eb8cd59a63920c9d251fae +size 809499 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating lunch, then they suddenly start cleaning the car.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating lunch, then they suddenly start cleaning the car.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..73d4f895eecb8051773ccec7aad628a0acb96ba5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating lunch, then they suddenly start cleaning the car.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf50275db9164dc24af38817bb83e9f11b53c732d7455e413743a979fd550776 +size 803130 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3623904cb32883ba5d463a5a9d77966ae58237b9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a17c3ff914461e8e485b4eb5393f882ad6da30bed9604bf26aa1a19133391dd +size 569501 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..89e34d2271a5d245c16bd745eb19488e4592a409 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef144782d854345678b8447c8302474350e02edd8e7185bf0821e8f37eb29d61 +size 593408 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5c58f09c0523d2a3772d147c45a598f0185ed5d2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is exercising, then they suddenly start making lunch.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c39fb048bc7a964683984926a82afbb50f525b6f320542442fe5cbaf074bb3d +size 675407 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4b2a40ed154bc770cc5440df90b95409143e394e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:daea8ced322c104c7ce02f38fef453319c5dabf04aac25be5fedf80fe86f1a8b +size 717463 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..08fbbdd2f291374418fd49fffd1bda484ba91cb1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c68cbf3a556d0f9daae6fa5cd786804179318db8a6fe981b9d43916014b5f936 +size 685264 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dc3553d063d3dc6ddc81a9bb184229ac27753607 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b15eb3e696ecf5237db87cea65563728b4f4a2a9cd35557321b8b5b8b5fa45a3 +size 696381 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ac2034634d62a25a7b2d13bc4e511fb00c8dea52 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f2a434ce9f25822046160497f798a08c2c018d7070ef1481ea16f57ad48d338 +size 707450 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7ac76e5dbb8f97beb393f330bbbd9db58f0234a1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is getting ready for work, then they suddenly start cleaning the kitchen.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa5c8829d8034fd3acb41c8ebd81c8c49637a11819bed411bb16f5975c77c12c +size 627399 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3bfac1f6b79bb424c32f066ec6c90fc582421d28 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7637de639b3edceae0c6198da55f33fff9a6ff156733e6144563407ae9b2868 +size 641611 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e6022a3eb56560b8bfa97d37608954513e8558e1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf96e1348ad0e410dbb5cd273eca7794c4d1027302958e67b0b77622e7c111af +size 718185 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9c62910e2f3a648a217716daedda95cc0b3a190d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:755d6f7fc5b2298282fe5237c9cde3c7865114835ee739387f3f194f2a5c4c41 +size 479094 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9e5424b62452c90a3ae29f0e7419026a48c601fe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1ad3be9efe7c6d61bd68d9c4028b12bd3f3330479cc028a68ffaa6cb5cbad78 +size 526493 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dd33885e7ed925bc926a0d41654b8d3210ee2570 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99eddce579769821897f6125de7d23f002dfc8f8f2226d3ba2ca2bed1e5eafa8 +size 791077 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6528ddca643d39e2dca0dac3b3a8af5982400b98 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86e084f8435f2608c3577ee08c5dfdffaf93ae339211678fb3270db465214ea3 +size 624191 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..08e75be8bcb1671d00f9fa6a9006992fda09bd57 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13a420a9644ad18bfa8afc9690bba8c17cbb7217747cd67f6a59e0e10b864314 +size 741844 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fab1aaf30403e2ba8f185c435a3db259e50feb53 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49900c59cafa82c3202037b532b13b6f4751b66b75702a55721945bef454d563 +size 652054 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..19174a6edc184accf39a3a59739e1694eae23e90 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbaaa72e60e7c7d710a4ddd4c45218a046dac7cfc59a5a5bae99996ecba70e2d +size 711032 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..570b1f223d84d260ac7f2573394874cd7f3b0765 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc06a88ef9e63ea4094245f1709af98e8405ebbd73c1c8e4424dffdfa1d8f9b2 +size 581226 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b45d1cfd89f2766430438491c4f0717982c987e1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a magazine, then they suddenly get up and start organizing the closet.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de0a72f8a0e9712aaf92851d26cdde18df87895c3527d42fd15bbc3720adf6fa +size 679136 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2abe46614e01a63745ee7121da5380a2802a7404 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11cb20b59271663a99e4f7450215ab74169429569ee88aeea5d1b5e3f58a0f3e +size 889978 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4e0b3b225321ee24ce625b18bc0123a8b8bf0f5b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4a3c4b681fa02c45443cc0543e4526f1ed1730f45635f21c8a4f2f9489f742e +size 802171 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c6c0496375d260b0623dcaf529424eaca617689c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31985269b52a7928fcf64876e1e18f414d771b39cad3d7a95ef46dbdafbcffe6 +size 615205 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0c9bdead66c43d3861e6dc6769a29e0abccc32a1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4e479b9b3d1ad94f864922d4505b802c656e029cfe6a6bfe5875dcdab8ea228 +size 738587 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..458caabc9659a218d4af63bd87d5dcb030809204 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at a desk, then they suddenly get up and start doing push-ups.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39ea5451003e2e85cb25c502edf0531e057b862db482e25f56a05ab5e5891530 +size 566280 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6b6db2f7bc0fc66c5209196232fb4067c8dc47d2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efd04a832ad5ca6ba02afebce4dbd66aff1eaf7557db0c9af9a08395fac3656a +size 447447 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..60121658c1f25e372e0648df7b7190b1cd6ef684 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93973a35793ec31ee5dd62d9e55a9fc39bf9badba6ac662a58700541b47bdd2f +size 433887 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..44b6877ecb666e770924b0bdd953002ee0a5e0e0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting at the table, then they suddenly start drawing on a notepad.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e737f4a839073f9c10bb7bffca3e895b2426ffb1cfc97794e57b1e4883b0669a +size 511716 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fc26cb33d7f237531f217ca6c258377f63f51f07 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad8fe817c02e99bbd9be73c66ca5d5d2b364e9d3066e249b98943dfcbef8189b +size 451321 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..31dc18df9241f57ce4d6df10e831f4f6b2e2c51a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a3866c7ac1df0b420bcfbf2ce5a2268870242d542093c37338ade6c11446b7b +size 556860 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5c4b2604a4f1bc1bb48fd89aba3df923e99e476d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly get up and start stretching.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9be6b4a106fa047f8552dd47e277d4919f8f268294c826d5a470a36ceea75e9d +size 633102 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c41bb5c02b110e6b35bbc41f7898ca598b2ef45d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef4a33eaf072e857a60b0f0dc76071dec78f9366d778ffb23b5a1d99bf0be3ed +size 519678 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ed1abc20c95c98be3bda71fef0a747861b4b78bf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47ee4a311a134499d4d0158747f5f1388975d0ebfa4727dfc618ad6bf7843721 +size 465090 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1885bffb17adbe6439ff8c5776c05732381ab720 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7fab53300aaf5533412ccf1ef1401aa67eebba4382b72e53b39b38abf77fdee +size 665282 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..69af3489ce0a4d88c89591b5db2b93e1e29859f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b39ef6608a0d9f83df60c5f0a46e604dbe6920787ea32d1820c2bd2fbb4aeeb +size 659486 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..517fcd95d925a039bcb2fccccf13cb9ed678af70 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b16a32818bb91018183ea9a715abe71029e0f15adca96f58e61be6d6e68f9c55 +size 627660 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c8875e1fe9891859df3fe3be24987ceda915a7a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b28f8b289562b5774d18da603e5a507d563d7520ba7dace47bb5040662c3b03f +size 449283 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..277dbde78179ce947f85e07b12ef0eb8ad015e2b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ea80b13860c10b603d64b0787e6d2efc58b6b7a073aceb3a4fe3c6747ff7fe7 +size 699585 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6e7d762d53c896e779d2ff32fbb8c099e23d01b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8001b048411ba25cb5cae66c76fb3c89f511fa57d30ed9697acaef4068f9325b +size 701691 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bc269e374c4403f1e7c30ce53100d94f6c9f5070 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is washing the dishes, then they suddenly start sweeping the floor.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9705b7bcf190507cc2ad5761343f50b9c1044e8dadd67f6f0abe3d405211ed8 +size 702147 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..af952b666146d88e8899ef53da81736a473c02ac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e11dca2f7e745e429eb0351a4e7d6004d030314cdf284ede1b95bfb4646b8d2e +size 640964 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4e5fbc3bced5b4273162947113f76a34fe958cf7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f50163ad079bb683d1347387ba81a4f775bfd6ef0947c447f8f4cb80b393dc3b +size 745478 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..116b54d105f97ba836e5915a62d0e6613f0cfccc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6715205b33721f5b39f005d9987e22a98f5d674b2221c894924ebfbf8632d93e +size 1000397 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1fe54ddc19d9d6710b61c0921de60b1c838ae010 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7be2228fd7fd750f68f45048b7001a6b6d4b14ee234a5bca93a7de58ceaeed20 +size 782098 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0b4145398fa859edd074d1adf36611e1ea7777c2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e11c8de3a1197a242432ff50a1e549b61eb6ba08d6a5938cf2ac65ad55d644b +size 593041 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..36a27ec761a29173c6cf35b2440b0727391b6670 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c42e58b58517aea41832fb5b467ea9baf8f6026a8bc98d61397b8533fc7359f3 +size 715860 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..586872182448ec2c122e7935fcf9ae02355ec1b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is working on a project, then they suddenly start cooking dinner.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9181d8de0e276659512b5afed245c739c507d9a9624a2789e2bb087a1d7b376 +size 687239 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7f4d059c089eaa3efd9e43a87964ba9ebe2e82e0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:507c626992f8aa751adf1cb7254f218928005aa4b54a0aceca128305b07bac8a +size 440535 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5171302877d85bee9d9f4d3b57f903e41abf51f1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71f383014465ba37706773e0b262a5e50dc8b3fe4f84c659514c1e8a308c518a +size 472602 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3ecc02041e6c693de7040bd14bd313955407975f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:710026a2862b2437369bca9132e447478898dcb94fb907f3fc8741ff153e2569 +size 530003 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..87bdde83c6b94ff134cc83fe08e717b2a5b5249a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f95fef62e3065dd0ae6dbb30f3d13b122f6e621ca0f448e2fabdd3c867f4e0aa +size 644605 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9d5758ebad28590e86c1ba93ad94e2b44fa65768 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56052e99aab1caeac9c61e9e2e4fc0cc714e48e6c40e49a1bbdc98e739b49727 +size 517035 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f6318a04573991ff596f168cab3c042cf45bc957 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecf694ef9485fa61239d50d73dc7badeb639385379d543a37f10df175092b621 +size 390657 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..97370f05516ee8e4bf48cb9fcea8b75f1b593b40 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4e884d7bc2128adf6d21cd778b1eef075ed32f35a1a2adf9bd19a0ba21b50df +size 677885 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8c09bc65891cd798b32a58b35f625b716b971e3c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ac4f0c874d94ffee0557ac00c5daa10ee968fd336608da4589578e8c8ba3fc5 +size 374069 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is jumping.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is jumping.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b590f78ab592dd70f91a11ffe082cf624db316ab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is jumping.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87d3766d2b53f175066c9710d7481d74220880c6fb843473cebff523be81b0b8 +size 602202 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is jumping.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is jumping.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..355fa4ffbc5412c60ec719e3b1c1a224f30c5228 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is jumping.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ab5e96e83e654819aed17c815916dc4ee1763693d260eb88d602799f254a06b +size 553654 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is jumping.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is jumping.-2.mp4 new file mode 100644 index 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